{ "cells": [ { "metadata": {}, "cell_type": "markdown", "source": "# Macierze", "id": "8eb6bbeebb3f54" }, { "metadata": {}, "cell_type": "markdown", "source": [ "```{admonition} Wskazówka\n", ":class: tip\n", "\n", "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/DyonOylloug/generator_zadan/HEAD?labpath=docs%2Fmacierze.ipynb) <- interaktywna sesja notebooka\n", "\n", "```" ], "id": "dcfd71950a6c509b" }, { "metadata": { "collapsed": true, "ExecuteTime": { "end_time": "2024-12-07T19:30:41.021197Z", "start_time": "2024-12-07T19:30:32.661398Z" } }, "cell_type": "code", "source": [ "from random import choice\n", "\n", "from IPython.display import display, Markdown, Latex\n", "\n", "import generator_zadan.generatory as gz\n", "\n", "print(gz.__version__)" ], "id": "initial_id", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.2.9\n" ] } ], "execution_count": 1 }, { "metadata": { "ExecuteTime": { "end_time": "2024-12-07T19:32:19.133723Z", "start_time": "2024-12-07T19:32:19.129153Z" } }, "cell_type": "code", "source": "ile_zadan_przykladowych = 10", "id": "740696d134d16786", "outputs": [], "execution_count": 7 }, { "metadata": {}, "cell_type": "markdown", "source": "## Wyznacznik", "id": "221d6a051aba419" }, { "metadata": { "ExecuteTime": { "end_time": "2024-12-07T19:31:38.989657Z", "start_time": "2024-12-07T19:31:38.896155Z" } }, "cell_type": "code", "source": [ "zadanie = gz.wyznacznik(wymiar=choice([4,5,6]))\n", "zadanie" ], "id": "b8f244e16ed6602e", "outputs": [ { "data": { "text/plain": [ "('Obliczyć wyznacznik macierzy A\\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=} \\\\left[\\\\begin{matrix}-2 & 3 & 1 & -1 & 0 & 0\\\\\\\\3 & 1 & -1 & -2 & -2 & 1\\\\\\\\0 & -2 & -1 & 3 & -1 & -1\\\\\\\\1 & -1 & 1 & -2 & -2 & 2\\\\\\\\-1 & -2 & 1 & 0 & -2 & 1\\\\\\\\0 & 1 & 3 & -1 & 0 & 2\\\\end{matrix}\\\\right]\\n\\t\\\\]',\n", " '$\\\\det(A)= 12$')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 4 }, { "metadata": { "ExecuteTime": { "end_time": "2024-12-07T19:31:56.648866Z", "start_time": "2024-12-07T19:31:56.641453Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "5b3810eca6a6b655", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Obliczyć wyznacznik macierzy A\n", "\t\\[\n", "\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 3 & 1 & -1 & 0 & 0\\\\3 & 1 & -1 & -2 & -2 & 1\\\\0 & -2 & -1 & 3 & -1 & -1\\\\1 & -1 & 1 & -2 & -2 & 2\\\\-1 & -2 & 1 & 0 & -2 & 1\\\\0 & 1 & 3 & -1 & 0 & 2\\end{matrix}\\right]\n", "\t\\]\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$\\det(A)= 12$\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 5 }, { "metadata": { "ExecuteTime": { "end_time": "2024-12-07T19:39:47.638627Z", "start_time": "2024-12-07T19:39:47.136831Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.wyznacznik(wymiar=choice([4,5,6]))\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:30].replace('A', '*A*')))\n", " display(Latex(zadanie[0][30:]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].replace(\"$\", \"$$\")))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "af67ed21f1a24964", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & -2 & 1 & -2 & -2 & -2\\\\-1 & -2 & -2 & 3 & 2 & 1\\\\-1 & 0 & 1 & -2 & 2 & -1\\\\3 & 0 & 1 & 3 & 3 & 0\\\\-2 & 1 & 0 & 0 & 1 & 0\\\\-2 & 0 & -2 & -2 & 2 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= -7$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 1 & 3 & 2 & -1\\\\-1 & 1 & 1 & -2 & 3\\\\-2 & 3 & 3 & 0 & 1\\\\2 & 3 & 0 & -1 & 3\\\\0 & 0 & 1 & 0 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= 20$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & -1 & 2 & -1 & -1\\\\2 & 3 & 0 & -1 & -1\\\\0 & -2 & 1 & -2 & 1\\\\1 & 1 & 1 & 1 & 3\\\\-1 & -1 & 1 & 1 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= -8$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & 1 & 0 & -2 & 1\\\\-2 & -1 & -2 & 0 & -2\\\\0 & -2 & 2 & 0 & 1\\\\2 & 0 & 2 & 0 & -1\\\\0 & 3 & -2 & -2 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= 8$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & -2 & 2 & 0\\\\-2 & -1 & 1 & 0\\\\1 & -1 & 0 & 1\\\\-1 & -2 & 3 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= 20$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & -1 & 0 & -1\\\\-1 & 0 & 2 & -2\\\\2 & 2 & 2 & 0\\\\0 & -1 & 0 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= 2$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & 3 & 2 & 2 & 0 & 0\\\\2 & 3 & 3 & 2 & 0 & 1\\\\2 & 1 & 1 & -1 & 2 & 1\\\\2 & 3 & 3 & 0 & 1 & 3\\\\-1 & 1 & 1 & 2 & 1 & 0\\\\0 & -2 & 0 & -1 & 1 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= -16$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 0 & 0 & 3 & 1\\\\0 & 2 & 1 & -2 & 0\\\\1 & 0 & 0 & -1 & 1\\\\-2 & 3 & 2 & 3 & 3\\\\0 & 0 & -1 & -1 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= -8$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & -1 & 3 & -1\\\\-1 & 0 & -2 & 3\\\\-1 & 0 & 0 & 2\\\\0 & 0 & 0 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= 0$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Obliczyć wyznacznik macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & -2 & 0 & 1 & 0 & 0\\\\2 & -1 & 0 & -1 & 0 & 0\\\\3 & -1 & -1 & 0 & 2 & 1\\\\-1 & 2 & -2 & -1 & 0 & 0\\\\1 & 1 & 0 & 0 & -2 & -1\\\\0 & 1 & 3 & -1 & -2 & -1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det(A)= 0$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 11 }, { "metadata": {}, "cell_type": "markdown", "source": "## Równanie macierzowe", "id": "beea89ec40d1a15c" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:24.902316Z", "start_time": "2024-09-12T17:27:24.630484Z" } }, "cell_type": "code", "source": [ "zadanie = gz.rownanie_macierzowe()\n", "zadanie" ], "id": "7c0693c3f5d1f84b", "outputs": [ { "data": { "text/plain": [ "('Rozwiązać równanie:\\n\\t\\\\[\\n\\t\\t\\\\left[\\\\begin{matrix}-1 & -1 & -1 & -1 & 1\\\\\\\\1 & -1 & -1 & 2 & 2\\\\end{matrix}\\\\right]\\\\cdot \\n\\t\\t\\\\left[\\\\begin{matrix}1 & 0 & -1 & -1 & -1\\\\\\\\0 & 1 & 0 & 1 & 1\\\\end{matrix}\\\\right]^T + \\n\\t\\t2X=\\n\\t\\t\\\\left[\\\\begin{matrix}1 & 1\\\\\\\\1 & -1\\\\\\\\0 & 2\\\\\\\\-1 & 1\\\\\\\\-1 & -1\\\\end{matrix}\\\\right]^T \\\\cdot\\n\\t\\t\\\\left[\\\\begin{matrix}-1 & -1\\\\\\\\0 & -1\\\\\\\\0 & 0\\\\\\\\1 & 1\\\\\\\\1 & -1\\\\end{matrix}\\\\right] \\\\cdot X\\n\\t\\\\]',\n", " '$ \\\\left[\\\\begin{matrix}0 & -1\\\\\\\\-2 & 3\\\\end{matrix}\\\\right] + \\n\\t2X=\\n\\t\\\\left[\\\\begin{matrix}-3 & -2\\\\\\\\-1 & 2\\\\end{matrix}\\\\right] \\\\cdot X, \\\\quad \\n\\t\\\\left[\\\\begin{matrix}0 & -1\\\\\\\\-2 & 3\\\\end{matrix}\\\\right] = \\n\\t\\\\left[\\\\begin{matrix}-5 & -2\\\\\\\\-1 & 0\\\\end{matrix}\\\\right] \\\\cdot X $ \\\\\\\\ \\n\\t$X=\\\\frac{1}{-2}\\\\left[\\\\begin{matrix}-4 & 6\\\\\\\\10 & -16\\\\end{matrix}\\\\right].$')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 4 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:24.911310Z", "start_time": "2024-09-12T17:27:24.904315Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "21e088742fa3c7aa", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Rozwiązać równanie:\n", "\t\\[\n", "\t\t\\left[\\begin{matrix}-1 & -1 & -1 & -1 & 1\\\\1 & -1 & -1 & 2 & 2\\end{matrix}\\right]\\cdot \n", "\t\t\\left[\\begin{matrix}1 & 0 & -1 & -1 & -1\\\\0 & 1 & 0 & 1 & 1\\end{matrix}\\right]^T + \n", "\t\t2X=\n", "\t\t\\left[\\begin{matrix}1 & 1\\\\1 & -1\\\\0 & 2\\\\-1 & 1\\\\-1 & -1\\end{matrix}\\right]^T \\cdot\n", "\t\t\\left[\\begin{matrix}-1 & -1\\\\0 & -1\\\\0 & 0\\\\1 & 1\\\\1 & -1\\end{matrix}\\right] \\cdot X\n", "\t\\]\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$ \\left[\\begin{matrix}0 & -1\\\\-2 & 3\\end{matrix}\\right] + \n", "\t2X=\n", "\t\\left[\\begin{matrix}-3 & -2\\\\-1 & 2\\end{matrix}\\right] \\cdot X, \\quad \n", "\t\\left[\\begin{matrix}0 & -1\\\\-2 & 3\\end{matrix}\\right] = \n", "\t\\left[\\begin{matrix}-5 & -2\\\\-1 & 0\\end{matrix}\\right] \\cdot X $ \\\\ \n", "\t$X=\\frac{1}{-2}\\left[\\begin{matrix}-4 & 6\\\\10 & -16\\end{matrix}\\right].$\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 5 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:28.198588Z", "start_time": "2024-09-12T17:27:25.020244Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.rownanie_macierzowe()\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0].split(':')[0]))\n", " display(Latex(zadanie[0].split(':')[1]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].replace('$ \\\\\\\\ \\n\\t$', ',\\\\quad ').replace('$', '$$')))\n", " print(\"\\033[32m*\\033[0m\" * 95)\n" ], "id": "56cf46cba10c2829", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}-1 & -1 & 1 & -1 & 2\\\\0 & -1 & -1 & 2 & 2\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}0 & -2 & -1 & 0 & -2\\\\-2 & 0 & -1 & 0 & 0\\end{matrix}\\right]^T + \n\t\t4X=\n\t\tX \\cdot \\left[\\begin{matrix}0 & 0\\\\1 & 0\\\\2 & 0\\\\-1 & 2\\\\1 & 0\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}1 & -1\\\\1 & -2\\\\-1 & -2\\\\-2 & -1\\\\-2 & -2\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}-3 & 1\\\\-1 & 1\\end{matrix}\\right] + \n\t4X=\n\tX \\cdot \\left[\\begin{matrix}-1 & -7\\\\-4 & -2\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}-3 & 1\\\\-1 & 1\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-5 & -7\\\\-4 & -6\\end{matrix}\\right] ,\\quad X=\\frac{1}{2}\\left[\\begin{matrix}22 & -26\\\\10 & -12\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}-1 & 1 & 1 & 0 & 1\\\\1 & 0 & 0 & 0 & 2\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}-1 & 0 & 1 & 1 & 0\\\\-2 & 1 & -2 & 1 & 1\\end{matrix}\\right]^T + \n\t\t2X=\n\t\tX \\cdot \\left[\\begin{matrix}-1 & 1\\\\-1 & 1\\\\1 & 0\\\\2 & -1\\\\1 & 0\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}-1 & 0\\\\1 & 1\\\\-1 & -1\\\\0 & -2\\\\0 & -1\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}2 & 2\\\\-1 & 0\\end{matrix}\\right] + \n\t2X=\n\tX \\cdot \\left[\\begin{matrix}-1 & -7\\\\0 & 3\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}2 & 2\\\\-1 & 0\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-3 & -7\\\\0 & 1\\end{matrix}\\right] ,\\quad X=\\frac{1}{-3}\\left[\\begin{matrix}2 & 8\\\\-1 & -7\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}-1 & -1 & 0 & 2 & 0\\\\2 & -1 & 0 & 2 & 1\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}-1 & -1 & 0 & 0 & -1\\\\0 & -2 & 1 & 0 & -1\\end{matrix}\\right]^T + \n\t\t2X=\n\t\tX \\cdot \\left[\\begin{matrix}2 & -1\\\\2 & -1\\\\-1 & 1\\\\0 & -1\\\\1 & 2\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}1 & 0\\\\0 & 1\\\\-2 & 0\\\\0 & 1\\\\1 & 1\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}2 & 2\\\\-2 & 1\\end{matrix}\\right] + \n\t2X=\n\tX \\cdot \\left[\\begin{matrix}5 & 3\\\\-1 & 0\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}2 & 2\\\\-2 & 1\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}3 & 3\\\\-1 & -2\\end{matrix}\\right] ,\\quad X=\\frac{1}{-3}\\left[\\begin{matrix}-2 & 0\\\\5 & 9\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}1 & -1 & 2 & 1 & 0\\\\2 & -1 & 2 & 0 & 0\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}-2 & 1 & 0 & -1 & -1\\\\-1 & 0 & -1 & 1 & 0\\end{matrix}\\right]^T + \n\t\t2X=\n\t\tX \\cdot \\left[\\begin{matrix}-1 & -1\\\\0 & 1\\\\2 & 1\\\\0 & 2\\\\-1 & 2\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}1 & -2\\\\1 & 0\\\\-2 & 1\\\\-2 & 0\\\\0 & 1\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}-4 & -2\\\\-5 & -4\\end{matrix}\\right] + \n\t2X=\n\tX \\cdot \\left[\\begin{matrix}-5 & 3\\\\-6 & 5\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}-4 & -2\\\\-5 & -4\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-7 & 3\\\\-6 & 3\\end{matrix}\\right] ,\\quad X=\\frac{1}{-3}\\left[\\begin{matrix}-24 & 26\\\\-39 & 43\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}1 & -1 & 0 & 0 & -1\\\\0 & 0 & 2 & 2 & 2\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}1 & -2 & 1 & 1 & -1\\\\0 & -1 & 1 & -1 & 0\\end{matrix}\\right]^T + \n\t\t2X=\n\t\tX \\cdot \\left[\\begin{matrix}0 & -1\\\\0 & -1\\\\0 & -1\\\\1 & 2\\\\1 & -1\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}-2 & -2\\\\-2 & -2\\\\0 & -1\\\\1 & 0\\\\0 & 0\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}4 & 1\\\\2 & 0\\end{matrix}\\right] + \n\t2X=\n\tX \\cdot \\left[\\begin{matrix}1 & 0\\\\6 & 5\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}4 & 1\\\\2 & 0\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-1 & 0\\\\6 & 3\\end{matrix}\\right] ,\\quad X=\\frac{1}{-3}\\left[\\begin{matrix}6 & -1\\\\6 & 0\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}2 & 1 & -1 & 0 & 0\\\\0 & 2 & 0 & -1 & 0\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}1 & 0 & -1 & 1 & 1\\\\0 & -1 & -1 & -1 & 1\\end{matrix}\\right]^T + \n\t\t3X=\n\t\t\\left[\\begin{matrix}2 & 2\\\\0 & -1\\\\2 & 2\\\\-1 & 1\\\\0 & -1\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}-1 & -2\\\\0 & 0\\\\1 & 0\\\\-2 & -2\\\\0 & 0\\end{matrix}\\right] \\cdot X\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}3 & 0\\\\-1 & -1\\end{matrix}\\right] + \n\t3X=\n\t\\left[\\begin{matrix}2 & -2\\\\-2 & -6\\end{matrix}\\right] \\cdot X, \\quad \n\t\\left[\\begin{matrix}3 & 0\\\\-1 & -1\\end{matrix}\\right] = \n\t\\left[\\begin{matrix}-1 & -2\\\\-2 & -9\\end{matrix}\\right] \\cdot X ,\\quad X=\\frac{1}{5}\\left[\\begin{matrix}-29 & -2\\\\7 & 1\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}-1 & 1 & 2 & 0 & 1\\\\-1 & 2 & 1 & -1 & 2\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}0 & -1 & 0 & -2 & -1\\\\-2 & 1 & 1 & 0 & -1\\end{matrix}\\right]^T + \n\t\t3X=\n\t\tX \\cdot \\left[\\begin{matrix}1 & 0\\\\0 & 0\\\\0 & 2\\\\0 & 2\\\\0 & 1\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}0 & -2\\\\-1 & 0\\\\-1 & 0\\\\0 & 0\\\\1 & 1\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}-2 & 4\\\\-2 & 3\\end{matrix}\\right] + \n\t3X=\n\tX \\cdot \\left[\\begin{matrix}0 & -2\\\\-1 & 1\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}-2 & 4\\\\-2 & 3\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-3 & -2\\\\-1 & -2\\end{matrix}\\right] ,\\quad X=\\frac{1}{4}\\left[\\begin{matrix}8 & -16\\\\7 & -13\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}0 & 1 & -1 & 2 & 0\\\\2 & 0 & 2 & 0 & 0\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}0 & -1 & -1 & 1 & -2\\\\1 & 0 & -1 & 0 & 0\\end{matrix}\\right]^T + \n\t\t3X=\n\t\t\\left[\\begin{matrix}0 & 2\\\\-1 & 0\\\\2 & -1\\\\1 & -1\\\\2 & 1\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}-2 & 1\\\\-1 & 0\\\\-1 & 1\\\\0 & -1\\\\0 & -1\\end{matrix}\\right] \\cdot X\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}2 & 1\\\\-2 & 0\\end{matrix}\\right] + \n\t3X=\n\t\\left[\\begin{matrix}-1 & -1\\\\-3 & 1\\end{matrix}\\right] \\cdot X, \\quad \n\t\\left[\\begin{matrix}2 & 1\\\\-2 & 0\\end{matrix}\\right] = \n\t\\left[\\begin{matrix}-4 & -1\\\\-3 & -2\\end{matrix}\\right] \\cdot X ,\\quad X=\\frac{1}{5}\\left[\\begin{matrix}-6 & -2\\\\14 & 3\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}1 & 1 & 1 & -1 & 0\\\\-1 & 1 & 0 & 2 & 0\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}0 & -1 & 1 & 0 & 1\\\\1 & 0 & 0 & -1 & -2\\end{matrix}\\right]^T + \n\t\t3X=\n\t\tX \\cdot \\left[\\begin{matrix}0 & 1\\\\1 & -1\\\\2 & -1\\\\0 & -1\\\\1 & 2\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}-1 & 0\\\\1 & -1\\\\1 & 1\\\\-2 & -2\\\\-1 & 1\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}0 & 2\\\\-1 & -3\\end{matrix}\\right] + \n\t3X=\n\tX \\cdot \\left[\\begin{matrix}2 & 2\\\\-3 & 4\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}0 & 2\\\\-1 & -3\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-1 & 2\\\\-3 & 1\\end{matrix}\\right] ,\\quad X=\\frac{1}{5}\\left[\\begin{matrix}6 & -2\\\\-10 & 5\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Rozwiązać równanie" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\left[\\begin{matrix}1 & -1 & -1 & -1 & 2\\\\2 & 1 & -1 & 1 & -1\\end{matrix}\\right]\\cdot \n\t\t\\left[\\begin{matrix}1 & 0 & -2 & -2 & 0\\\\-2 & 1 & -2 & 0 & 0\\end{matrix}\\right]^T + \n\t\t3X=\n\t\tX \\cdot \\left[\\begin{matrix}0 & 1\\\\-1 & 0\\\\1 & 0\\\\1 & 2\\\\2 & 1\\end{matrix}\\right]^T \\cdot\n\t\t\\left[\\begin{matrix}0 & -1\\\\0 & 1\\\\-1 & 1\\\\0 & 1\\\\1 & 0\\end{matrix}\\right] \n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left[\\begin{matrix}5 & -1\\\\2 & -1\\end{matrix}\\right] + \n\t3X=\n\tX \\cdot \\left[\\begin{matrix}1 & 1\\\\1 & 1\\end{matrix}\\right] , \\quad \n\t\\left[\\begin{matrix}5 & -1\\\\2 & -1\\end{matrix}\\right] = \n\tX \\cdot \\left[\\begin{matrix}-2 & 1\\\\1 & -2\\end{matrix}\\right] ,\\quad X=\\frac{1}{3}\\left[\\begin{matrix}-9 & -3\\\\-3 & 0\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 6 }, { "metadata": {}, "cell_type": "markdown", "source": "## Wyznacznik z parametrem", "id": "403b32d7023b7b78" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:30.279089Z", "start_time": "2024-09-12T17:27:28.201581Z" } }, "cell_type": "code", "source": [ "zadanie = gz.wyznacznik_parametr(wymiar=choice([2, 3, 4]), gotowiec=True)\n", "zadanie" ], "id": "5c8f1369c3e845fb", "outputs": [ { "data": { "text/plain": [ "('Dla jakich rzeczywistych wartości parametru $x$ wyznacznik macierzy $A$ jest różny od zera?\\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=}\\n\\t\\t\\\\left[\\\\begin{matrix}-2 & 2 & 4\\\\\\\\-4 & 4 & x + 4\\\\\\\\-4 & x & 2 x - 4\\\\end{matrix}\\\\right]\\n\\t\\\\]',\n", " '$\\\\det A=2 x^{2} - 16 x + 32 \\\\neq 0, \\\\quad x\\\\neq 4, \\\\ $')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 7 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:30.289443Z", "start_time": "2024-09-12T17:27:30.281085Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "26b2689a8ef78464", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Dla jakich rzeczywistych wartości parametru $x$ wyznacznik macierzy $A$ jest różny od zera?\n", "\t\\[\n", "\t\t\\textnormal{A=}\n", "\t\t\\left[\\begin{matrix}-2 & 2 & 4\\\\-4 & 4 & x + 4\\\\-4 & x & 2 x - 4\\end{matrix}\\right]\n", "\t\\]\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$\\det A=2 x^{2} - 16 x + 32 \\neq 0, \\quad x\\neq 4, \\ $\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 8 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:33.644740Z", "start_time": "2024-09-12T17:27:30.407367Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.wyznacznik_parametr(wymiar=choice([2, 3, 4]), gotowiec=True)\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:91].replace('\\\\ ', ' ').replace('$', '*')))\n", " display(Latex(zadanie[0][91:]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].replace('$ \\\\\\\\ \\n\\t$', ',\\\\quad ').replace('$', '$$')))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "328cdd4b576c7b9", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}3 & 2 x + 2\\\\x - 3 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- 2 x^{2} + 4 x \\neq 0, \\quad x\\neq 0, \\ x\\neq 2, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}4 & x - 2 & x + 2 & 3\\\\1 & -4 & -2 & 1\\\\-4 & 2 & 1 & 2 x\\\\-2 & 2 & 1 & x\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} - 8 x - 12 \\neq 0, \\quad x\\neq -6, \\ x\\neq -2, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}-2 & x + 1\\\\x + 3 & x + 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} - 6 x - 9 \\neq 0, \\quad x\\neq -3, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}3 & x + 1\\\\x - 4 & x - 4\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} + 6 x - 8 \\neq 0, \\quad x\\neq 2, \\ x\\neq 4, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}x - 1 & 3 & -2 & 0\\\\-1 & 3 & x - 4 & x - 3\\\\1 & 3 & -2 & 0\\\\-3 & x - 2 & 2 & x - 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{3} + 7 x^{2} - 22 x + 24 \\neq 0, \\quad x\\neq 2, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}-1 & x - 2\\\\x + 1 & x + 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} \\neq 0, \\quad x\\neq 0, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}0 & 1 & -2\\\\-3 & 1 & 2 x - 1\\\\x - 3 & -4 & x + 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=2 x^{2} - 2 x - 24 \\neq 0, \\quad x\\neq -3, \\ x\\neq 4, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}x - 4 & -1 & -4\\\\x - 1 & -1 & x - 4\\\\-1 & 1 & x - 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} + 8 x - 15 \\neq 0, \\quad x\\neq 3, \\ x\\neq 5, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}x - 2 & 2 & -2\\\\0 & x - 1 & x - 1\\\\x - 4 & 3 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} - 5 x + 6 \\neq 0, \\quad x\\neq -6, \\ x\\neq 1, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* wyznacznik macierzy *A* jest różny od zera?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\n\t\t\\left[\\begin{matrix}x + 1 & x - 1\\\\x - 2 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} + 5 x \\neq 0, \\quad x\\neq 0, \\ x\\neq 5, \\ $$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 9 }, { "metadata": {}, "cell_type": "markdown", "source": "## Macierz odwrotna z parametrem", "id": "8384ca02538ae1e3" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:34.965527Z", "start_time": "2024-09-12T17:27:33.647738Z" } }, "cell_type": "code", "source": [ "zadanie = gz.macierz_odwrotna_parametr(wymiar=choice([2, 3, 4]), gotowiec=True)\n", "zadanie" ], "id": "f27fac4b3c692ee7", "outputs": [ { "data": { "text/plain": [ "('Dla jakich rzeczywistych wartości parametru $x$ macierz $A$ posiada odwrotność?\\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=}\\\\left[\\\\begin{matrix}-3 & 1 & x + 2\\\\\\\\x + 3 & x + 4 & x + 3\\\\\\\\3 & 0 & 3\\\\end{matrix}\\\\right]\\n\\t\\\\]\\nWyznaczyć macierz odwrotną dla $x=-2.$ Wykonać sprawdzenie.\\\\\\\\',\n", " '$\\\\det A=- 3 x^{2} - 27 x - 60\\\\neq 0, \\\\quad \\n\\tx\\\\neq -5\\\\ \\\\textnormal{oraz} \\\\ x\\\\neq -4,$\\\\\\\\\\n\\t$A(-2)= \\\\left[\\\\begin{matrix}-3 & 1 & 0\\\\\\\\1 & 2 & 1\\\\\\\\3 & 0 & 3\\\\end{matrix}\\\\right],\\\\ \\n\\t\\\\det A(-2)=-18,\\\\ \\n\\tA^{-1}=- \\\\frac{1}{18}\\\\left[\\\\begin{matrix}6 & -3 & 1\\\\\\\\0 & -9 & 3\\\\\\\\-6 & 3 & -7\\\\end{matrix}\\\\right].$')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 10 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:34.974521Z", "start_time": "2024-09-12T17:27:34.967527Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "7da8ca0f4b34ff95", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Dla jakich rzeczywistych wartości parametru $x$ macierz $A$ posiada odwrotność?\n", "\t\\[\n", "\t\t\\textnormal{A=}\\left[\\begin{matrix}-3 & 1 & x + 2\\\\x + 3 & x + 4 & x + 3\\\\3 & 0 & 3\\end{matrix}\\right]\n", "\t\\]\n", "Wyznaczyć macierz odwrotną dla $x=-2.$ Wykonać sprawdzenie.\\\\\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$\\det A=- 3 x^{2} - 27 x - 60\\neq 0, \\quad \n", "\tx\\neq -5\\ \\textnormal{oraz} \\ x\\neq -4,$\\\\\n", "\t$A(-2)= \\left[\\begin{matrix}-3 & 1 & 0\\\\1 & 2 & 1\\\\3 & 0 & 3\\end{matrix}\\right],\\ \n", "\t\\det A(-2)=-18,\\ \n", "\tA^{-1}=- \\frac{1}{18}\\left[\\begin{matrix}6 & -3 & 1\\\\0 & -9 & 3\\\\-6 & 3 & -7\\end{matrix}\\right].$\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 11 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:39.042427Z", "start_time": "2024-09-12T17:27:35.098445Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.macierz_odwrotna_parametr(wymiar=choice([2, 3, 4]), gotowiec=True)\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:79].replace('$', '*')))\n", " display(Latex(zadanie[0][79:].split('W')[0]))\n", " display(Markdown('W' + zadanie[0][79:].split('W')[1].replace('$', '*')))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " rozwiazanie = zadanie[1].replace('$\\\\\\\\\\n\\t$', ' $ ').split('$')\n", " for i in range(1, len(rozwiazanie) - 1):\n", " display(Latex('$$' + rozwiazanie[i] + '$$'))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "c70e277ba9908551", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}3 & -4 & -4 & x - 1\\\\1 & -2 & 0 & 0\\\\2 & -1 & x + 1 & x + 1\\\\4 & -4 & 4 & x + 3\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=-2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=2 x^{2} - 8 x - 10\\neq 0, \\quad \n\tx\\neq -1\\ \\textnormal{oraz} \\ x\\neq 5, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(-2)= \\left[\\begin{matrix}3 & -4 & -4 & -3\\\\1 & -2 & 0 & 0\\\\2 & -1 & -1 & -1\\\\4 & -4 & 4 & 1\\end{matrix}\\right],\\ \n\t\\det A(-2)=14,\\ \n\tA^{-1}=\\frac{1}{14}\\left[\\begin{matrix}-6 & 8 & 16 & -2\\\\-3 & -3 & 8 & -1\\\\7 & -21 & -14 & 7\\\\-16 & 40 & 24 & -10\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}2 x - 4 & x - 3\\\\x - 2 & 2\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=3.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} + 9 x - 14\\neq 0, \\quad \n\tx\\neq 2\\ \\textnormal{oraz} \\ x\\neq 7, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(3)= \\left[\\begin{matrix}2 & 0\\\\1 & 2\\end{matrix}\\right],\\ \n\t\\det A(3)=4,\\ \n\tA^{-1}=\\frac{1}{4}\\left[\\begin{matrix}2 & 0\\\\-1 & 2\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}3 & 2 x & 4 & x - 3\\\\2 & 4 & -1 & -2\\\\x + 4 & -4 & 1 & 2\\\\4 & 3 & -1 & -2\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} + 5 x + 66\\neq 0, \\quad \n\tx\\neq -6\\ \\textnormal{oraz} \\ x\\neq 11, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(2)= \\left[\\begin{matrix}3 & 4 & 4 & -1\\\\2 & 4 & -1 & -2\\\\6 & -4 & 1 & 2\\\\4 & 3 & -1 & -2\\end{matrix}\\right],\\ \n\t\\det A(2)=72,\\ \n\tA^{-1}=\\frac{1}{72}\\left[\\begin{matrix}0 & 9 & 9 & 0\\\\0 & 90 & 18 & -72\\\\16 & -52 & -12 & 32\\\\-8 & 179 & 51 & -160\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}x + 2 & -4 & x - 1 & x + 3\\\\2 & -4 & 0 & 1\\\\x + 3 & 0 & 4 & 3\\\\-4 & -1 & -3 & -2\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=3 x^{2} + 24 x - 99\\neq 0, \\quad \n\tx\\neq -11\\ \\textnormal{oraz} \\ x\\neq 3, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(2)= \\left[\\begin{matrix}4 & -4 & 1 & 5\\\\2 & -4 & 0 & 1\\\\5 & 0 & 4 & 3\\\\-4 & -1 & -3 & -2\\end{matrix}\\right],\\ \n\t\\det A(2)=-39,\\ \n\tA^{-1}=- \\frac{1}{39}\\left[\\begin{matrix}0 & -13 & 39 & 52\\\\-3 & 7 & 18 & 23\\\\9 & 5 & -54 & -56\\\\-12 & 15 & -6 & -12\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}-4 & 4 & -1 & 1\\\\x + 4 & -4 & x + 2 & -4\\\\-2 & -1 & x + 4 & -1\\\\1 & -2 & x + 2 & -2\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=3 x^{2} + 9 x + 6\\neq 0, \\quad \n\tx\\neq -2\\ \\textnormal{oraz} \\ x\\neq -1, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(2)= \\left[\\begin{matrix}-4 & 4 & -1 & 1\\\\6 & -4 & 4 & -4\\\\-2 & -1 & 6 & -1\\\\1 & -2 & 4 & -2\\end{matrix}\\right],\\ \n\t\\det A(2)=36,\\ \n\tA^{-1}=\\frac{1}{36}\\left[\\begin{matrix}0 & 24 & 24 & -60\\\\12 & 23 & 20 & -50\\\\0 & 15 & 24 & -42\\\\-12 & 19 & 40 & -82\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}x - 1 & x + 3\\\\1 & 2 x + 1\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=-2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=2 x^{2} - 2 x - 4\\neq 0, \\quad \n\tx\\neq -1\\ \\textnormal{oraz} \\ x\\neq 2, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(-2)= \\left[\\begin{matrix}-3 & 1\\\\1 & -3\\end{matrix}\\right],\\ \n\t\\det A(-2)=8,\\ \n\tA^{-1}=\\frac{1}{8}\\left[\\begin{matrix}-3 & -1\\\\-1 & -3\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}-1 & -1 & 2 & 4\\\\2 x - 1 & 3 & 1 & -3\\\\0 & 0 & -2 & -3\\\\4 & 4 & x - 2 & x + 3\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=3.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=2 x^{2} - 44 x + 80\\neq 0, \\quad \n\tx\\neq 2\\ \\textnormal{oraz} \\ x\\neq 20, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(3)= \\left[\\begin{matrix}-1 & -1 & 2 & 4\\\\5 & 3 & 1 & -3\\\\0 & 0 & -2 & -3\\\\4 & 4 & 1 & 6\\end{matrix}\\right],\\ \n\t\\det A(3)=-34,\\ \n\tA^{-1}=- \\frac{1}{34}\\left[\\begin{matrix}-63 & -17 & -73 & -3\\\\81 & 17 & 89 & -1\\\\24 & 0 & 44 & 6\\\\-16 & 0 & -18 & -4\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}x - 3 & x - 3\\\\2 & 2 x + 2\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=2 x^{2} - 6 x\\neq 0, \\quad \n\tx\\neq 0\\ \\textnormal{oraz} \\ x\\neq 3, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(2)= \\left[\\begin{matrix}-1 & -1\\\\2 & 6\\end{matrix}\\right],\\ \n\t\\det A(2)=-4,\\ \n\tA^{-1}=- \\frac{1}{4}\\left[\\begin{matrix}6 & 1\\\\-2 & -1\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}1 & 4 & 4 & -1\\\\-2 & -1 & -2 & 3\\\\x - 2 & -4 & 4 & -1\\\\x - 3 & x - 4 & x + 1 & 3\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=-2.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=- x^{2} + 12 x + 85\\neq 0, \\quad \n\tx\\neq -5\\ \\textnormal{oraz} \\ x\\neq 17, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(-2)= \\left[\\begin{matrix}1 & 4 & 4 & -1\\\\-2 & -1 & -2 & 3\\\\-4 & -4 & 4 & -1\\\\-5 & -6 & -1 & 3\\end{matrix}\\right],\\ \n\t\\det A(-2)=57,\\ \n\tA^{-1}=\\frac{1}{57}\\left[\\begin{matrix}37 & -88 & -61 & 80\\\\-16 & 55 & 31 & -50\\\\31 & -46 & -28 & 47\\\\40 & -52 & -49 & 68\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Dla jakich rzeczywistych wartości parametru *x* macierz *A* posiada odwrotność?" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=}\\left[\\begin{matrix}1 & -2 & x - 4 & 0\\\\x - 3 & 1 & -2 & -1\\\\x - 4 & 0 & -1 & -2\\\\x - 4 & 2 & -4 & -2\\end{matrix}\\right]\n\t\\]\n" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć macierz odwrotną dla *x=-1.* " }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det A=2 x^{2} - 18 x + 28\\neq 0, \\quad \n\tx\\neq 2\\ \\textnormal{oraz} \\ x\\neq 7, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ A(-1)= \\left[\\begin{matrix}1 & -2 & -5 & 0\\\\-4 & 1 & -2 & -1\\\\-5 & 0 & -1 & -2\\\\-5 & 2 & -4 & -2\\end{matrix}\\right],\\ \n\t\\det A(-1)=48,\\ \n\tA^{-1}=\\frac{1}{48}\\left[\\begin{matrix}0 & -32 & 0 & 16\\\\-9 & -6 & -15 & 18\\\\-6 & -4 & 6 & -4\\\\3 & 82 & -27 & -38\\end{matrix}\\right].$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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] } ], "execution_count": 12 }, { "metadata": {}, "cell_type": "markdown", "source": "## Wektory własne", "id": "152746c4d911469b" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:39.063434Z", "start_time": "2024-09-12T17:27:39.046425Z" } }, "cell_type": "code", "source": [ "zadanie = gz.wartosci_wlasne(wymiar=choice([2, 3, 4]), zespolone=choice([False, True]))\n", "zadanie" ], "id": "64d170ffd20625ec", "outputs": [ { "data": { "text/plain": [ "('Wyznaczyć wartości własne i wektory własne macierzy \\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=} \\\\left[\\\\begin{matrix}0 & 0 & 0\\\\\\\\0 & 2 & 0\\\\\\\\1 & -1 & 0\\\\end{matrix}\\\\right]\\n\\t\\\\]',\n", " '$\\\\det\\\\left(\\\\lambda \\\\mathbb{I} - A \\\\right) = \\\\lambda^{3} - 2 \\\\lambda^{2}$, \\\\quad \\nWartości własne:$ \\\\left\\\\{ 0 : 2, \\\\ 2 : 1\\\\right\\\\}, $\\\\\\\\\\n\\t\\\\parbox{4em}{Wektory\\\\\\\\własne:} $\\\\left[ \\\\left( 0, \\\\ 2, \\\\ \\\\left[ \\\\left[\\\\begin{matrix}0\\\\\\\\0\\\\\\\\1\\\\end{matrix}\\\\right]\\\\right]\\\\right), \\\\ \\\\left( 2, \\\\ 1, \\\\ \\\\left[ \\\\left[\\\\begin{matrix}0\\\\\\\\-2\\\\\\\\1\\\\end{matrix}\\\\right]\\\\right]\\\\right)\\\\right]$')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 13 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:39.662432Z", "start_time": "2024-09-12T17:27:39.656436Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "9d2ae1ebc36c619b", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Wyznaczyć wartości własne i wektory własne macierzy \n", "\t\\[\n", "\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & 0 & 0\\\\0 & 2 & 0\\\\1 & -1 & 0\\end{matrix}\\right]\n", "\t\\]\n", 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 2 \\lambda^{2}$, \\quad \n", "Wartości własne:$ \\left\\{ 0 : 2, \\ 2 : 1\\right\\}, $\\\\\n", "\t\\parbox{4em}{Wektory\\\\własne:} $\\left[ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}0\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\-2\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 14 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:40.307761Z", "start_time": "2024-09-12T17:27:39.800469Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.wartosci_wlasne(wymiar=choice([2, 3, 4]), zespolone=choice([False, True]))\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:51]))\n", " display(Latex(zadanie[0][51:]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].split(', \\quad')[0].replace(\"$\", \"$$\")))\n", " display(Markdown(\"Wartości własne\"))\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[1] + \"$$\"))\n", " display(Markdown(\"Wektory własne\"))\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[3] + \"$$\"))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "626c053367000b72", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & -2 & 2 & 2\\\\-1 & -2 & 0 & -1\\\\-2 & 2 & -2 & 0\\\\1 & -1 & 1 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} + 3 \\lambda^{3} - \\lambda^{2} - 3 \\lambda$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -3 : 1, \\ -1 : 1, \\ 0 : 1, \\ 1 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -3, \\ 1, \\ \\left[ \\left[\\begin{matrix}2\\\\3\\\\-2\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( -1, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\-1\\\\-2\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 0, \\ 1, \\ \\left[ \\left[\\begin{matrix}2\\\\- \\frac{3}{2}\\\\- \\frac{7}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}2\\\\-1\\\\-2\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & 1\\\\-1 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2}$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 0 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & -2 & 3\\\\0 & 0 & 2\\\\0 & -2 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 2 \\lambda^{2} + 4 \\lambda - 8$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 2 : 1, \\ - 2 i : 1, \\ 2 i : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 2, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\\\0\\end{matrix}\\right]\\right]\\right), \\ \\left( - 2 i, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{4} + \\frac{5 i}{4}\\\\i\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2 i, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{4} - \\frac{5 i}{4}\\\\- i\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & 2 & 1 & -2\\\\0 & 1 & 3 & 2\\\\-1 & 1 & 1 & 2\\\\-1 & 1 & -1 & -1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} - 6 \\lambda^{2} + 8 \\lambda - 3$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -3 : 1, \\ 1 : 3\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -3, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{3}{2}\\\\- \\frac{1}{2}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 3, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\\\0\\\\0\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & 0 & 2\\\\-2 & 1 & 1\\\\0 & -2 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 3 \\lambda^{2} + \\lambda - 3$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 3 : 1, \\ - i : 1, \\ i : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{1}{2}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( - i, \\ 1, \\ \\left[ \\left[\\begin{matrix}1 + i\\\\\\frac{3}{2} + \\frac{i}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( i, \\ 1, \\ \\left[ \\left[\\begin{matrix}1 - i\\\\\\frac{3}{2} - \\frac{i}{2}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 0 & 0\\\\2 & 2 & 1\\\\-2 & -2 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 2 \\lambda + 4$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -2 : 1, \\ 1 - i : 1, \\ 1 + i : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -2, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{5}{2}\\\\- \\frac{3}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1 - i, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\- \\frac{1}{2} + \\frac{i}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1 + i, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\- \\frac{1}{2} - \\frac{i}{2}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & 3\\\\0 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} - 4 \\lambda + 3$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 1 : 1, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{3}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 2\\\\-1 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} - 2$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ - \\sqrt{2} : 1, \\ \\sqrt{2} : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( - \\sqrt{2}, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\sqrt{2} + 2\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( \\sqrt{2}, \\ 1, \\ \\left[ \\left[\\begin{matrix}2 - \\sqrt{2}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & -1 & 0\\\\1 & 2 & 0\\\\-1 & 1 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 7 \\lambda^{2} + 17 \\lambda - 15$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 3 : 1, \\ 2 - i : 1, \\ 2 + i : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2 - i, \\ 1, \\ \\left[ \\left[\\begin{matrix}i\\\\-1\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2 + i, \\ 1, \\ \\left[ \\left[\\begin{matrix}- i\\\\-1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć wartości własne i wektory własne macierzy" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & 1\\\\1 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} + \\lambda - 3$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ - \\frac{1}{2} + \\frac{\\sqrt{13}}{2} : 1, \\ - \\frac{\\sqrt{13}}{2} - \\frac{1}{2} : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( - \\frac{1}{2} + \\frac{\\sqrt{13}}{2}, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{3}{2} + \\frac{\\sqrt{13}}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( - \\frac{\\sqrt{13}}{2} - \\frac{1}{2}, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{3}{2} - \\frac{\\sqrt{13}}{2}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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] } ], "execution_count": 15 }, { "metadata": {}, "cell_type": "markdown", "source": "## Rząd macierzy", "id": "bd69d191467d50e4" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:49.610726Z", "start_time": "2024-09-12T17:27:40.309755Z" } }, "cell_type": "code", "source": [ "zadanie = gz.rzad_macierzy()\n", "zadanie" ], "id": "d68f01572912e3e3", "outputs": [ { "data": { "text/plain": [ "('Wyznaczyć rząd macierzy A\\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=} \\\\left[\\\\begin{matrix}-2 & 1 & -2 & 1 & 2 & -2\\\\\\\\-2 & -1 & 2 & -1 & -1 & 3\\\\\\\\2 & 2 & -1 & -1 & 1 & -1\\\\\\\\0 & -1 & -1 & 2 & 0 & -2\\\\end{matrix}\\\\right]\\n\\t\\\\]',\n", " '$R(A)= 3$')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 16 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:27:49.618149Z", "start_time": "2024-09-12T17:27:49.611723Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "6fab5fbd6578da12", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Wyznaczyć rząd macierzy A\n", "\t\\[\n", "\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 1 & -2 & 1 & 2 & -2\\\\-2 & -1 & 2 & -1 & -1 & 3\\\\2 & 2 & -1 & -1 & 1 & -1\\\\0 & -1 & -1 & 2 & 0 & -2\\end{matrix}\\right]\n", "\t\\]\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$R(A)= 3$\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 17 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:28:21.331286Z", "start_time": "2024-09-12T17:27:49.642131Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.rzad_macierzy()\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:25].replace('A', '*A*')))\n", " display(Latex(zadanie[0][25:]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].replace(\"$\", \"$$\")))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "c751551117b0aabe", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & 0 & 2 & 3 & 1\\\\1 & -1 & 1 & 0 & -1\\\\1 & -1 & 2 & 2 & 0\\\\-1 & -2 & 2 & 3 & 1\\\\0 & -1 & 0 & 0 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 4$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & 0 & -2 & 0 & -2 & 0\\\\1 & 2 & 2 & 3 & -2 & 2\\\\2 & -2 & -1 & -1 & 2 & -2\\\\2 & -2 & 0 & -1 & 3 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 3$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & 1 & -1 & -1\\\\2 & 3 & 0 & 0\\\\2 & 2 & 2 & -1\\\\-1 & 1 & 0 & 0\\\\2 & 1 & -2 & 2\\\\1 & 2 & -1 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 4$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & -2 & -2 & -1 & 0 & 1\\\\2 & 2 & 0 & 3 & 3 & -1\\\\0 & 2 & 0 & 3 & 3 & -1\\\\2 & 0 & 0 & 0 & 0 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 3$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & -1 & 0 & 0\\\\1 & 2 & 2 & -2\\\\3 & 2 & 0 & 0\\\\-1 & 3 & 2 & -2\\\\3 & -1 & 2 & -2\\\\1 & 0 & -1 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 3$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & -1 & 2 & 0\\\\1 & 3 & -1 & 2\\\\1 & 2 & 1 & 0\\\\2 & 3 & 3 & -1\\\\2 & -2 & 1 & 1\\\\2 & 0 & 3 & -1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 3$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & -1 & -1 & -2\\\\-1 & 0 & 1 & 1\\\\0 & -2 & 0 & -2\\\\-2 & 0 & 1 & -2\\\\-2 & -1 & 0 & -1\\\\-2 & -2 & -1 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 4$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & 0 & -1 & 1 & 3\\\\-2 & 3 & 0 & 2 & 3\\\\-2 & 3 & 0 & 2 & 3\\\\-1 & 2 & -2 & 3 & 0\\\\0 & 3 & 3 & 3 & -1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 4$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & 0 & 0 & 1 & 1 & 0\\\\-1 & 3 & 0 & 1 & -2 & 0\\\\0 & 2 & 0 & 0 & -2 & 0\\\\1 & -2 & -2 & 2 & 3 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 3$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć rząd macierzy *A*" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & -2 & -1 & 0 & 1\\\\2 & -2 & -2 & 1 & 0\\\\2 & 3 & -1 & 3 & 0\\\\-1 & 2 & 3 & -2 & 2\\\\2 & 0 & 2 & -2 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$R(A)= 4$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 18 }, { "metadata": {}, "cell_type": "markdown", "source": "## Diagonalizacja macierzy", "id": "f144ccd952ff7477" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:28:58.104768Z", "start_time": "2024-09-12T17:28:58.088262Z" } }, "cell_type": "code", "source": [ "zadanie = gz.diagonalizacja_macierzy(wymiar=choice([2, 3, 4]))\n", "zadanie" ], "id": "897bf2e07514b9fd", "outputs": [ { "data": { "text/plain": [ "('Przeprowadzić diagonalizację macierzy (jeśli możliwa) \\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=} \\\\left[\\\\begin{matrix}0 & 0 & 2\\\\\\\\1 & 1 & 2\\\\\\\\0 & 0 & 0\\\\end{matrix}\\\\right]\\n\\t\\\\]',\n", " '$\\\\det\\\\left(\\\\lambda \\\\mathbb{I} - A \\\\right) = \\\\lambda^{3} - \\\\lambda^{2}$, \\\\quad \\nWartości własne:$ \\\\left\\\\{ 0 : 2, \\\\ 1 : 1\\\\right\\\\}, $\\\\\\\\\\n\\\\parbox{4em}{Wektory\\\\\\\\własne:} $\\\\left[ \\\\left( 0, \\\\ 2, \\\\ \\\\left[ \\\\left[\\\\begin{matrix}-1\\\\\\\\1\\\\\\\\0\\\\end{matrix}\\\\right]\\\\right]\\\\right), \\\\ \\\\left( 1, \\\\ 1, \\\\ \\\\left[ \\\\left[\\\\begin{matrix}0\\\\\\\\1\\\\\\\\0\\\\end{matrix}\\\\right]\\\\right]\\\\right)\\\\right]$,\\\\\\\\\\nMacierz nie jest diagonalizowalna.')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 20 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:28:59.706837Z", "start_time": "2024-09-12T17:28:59.701325Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "87f3d409eef6375c", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Przeprowadzić diagonalizację macierzy (jeśli możliwa) \n", "\t\\[\n", "\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & 0 & 2\\\\1 & 1 & 2\\\\0 & 0 & 0\\end{matrix}\\right]\n", "\t\\]\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - \\lambda^{2}$, \\quad \n", "Wartości własne:$ \\left\\{ 0 : 2, \\ 1 : 1\\right\\}, $\\\\\n", "\\parbox{4em}{Wektory\\\\własne:} $\\left[ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}-1\\\\1\\\\0\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\1\\\\0\\end{matrix}\\right]\\right]\\right)\\right]$,\\\\\n", "Macierz nie jest diagonalizowalna.\n", "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 21 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:29:01.835524Z", "start_time": "2024-09-12T17:29:01.147690Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.diagonalizacja_macierzy(wymiar=choice([2, 3, 4]))\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:53]))\n", " display(Latex(zadanie[0][53:]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].split(', \\quad')[0].replace(\"$\", \"$$\")))\n", " display(Markdown(\"Wartości własne\"))\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[1] + \"$$\"))\n", " display(Markdown(\"Wektory własne\"))\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[3] + \"$$\"))\n", " display(Markdown(\"Diagonalizacja:\"))\n", " try:\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[5]\n", " + '\\quad ' + (zadanie[1].split(', \\quad')[1]).split(\"$\")[7] + \"$$\"))\n", " except Exception:\n", " display(Markdown(\"Macierz nie jest diagonalizowalna\"))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "a3c217bdd5614a04", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & 3 & 3\\\\3 & 3 & 3\\\\-1 & 3 & 3\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 7 \\lambda^{2}$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 0 : 2, \\ 7 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}0\\\\-1\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 7, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{7}{5}\\\\\\frac{9}{5}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Macierz nie jest diagonalizowalna" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & -2\\\\-1 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} - 3 \\lambda$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 0 : 1, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 0, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}-2\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}1 & -2\\\\1 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}0 & 0\\\\0 & 3\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & 0\\\\3 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} + \\lambda - 2$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -2 : 1, \\ 1 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -2, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}0 & 1\\\\1 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-2 & 0\\\\0 & 1\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}1 & -2\\\\0 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} - 3 \\lambda + 2$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 1 : 1, \\ 2 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 1, \\ \\left[ \\left[\\begin{matrix}-2\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}1 & -2\\\\0 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}1 & 0\\\\0 & 2\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & 2\\\\-2 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2}$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 0 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}-1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Macierz nie jest diagonalizowalna" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & -1 & -1 & 1\\\\-2 & 2 & 1 & 2\\\\1 & -2 & 0 & -1\\\\-1 & 2 & 0 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} - 4 \\lambda^{3} + 2 \\lambda^{2} + 4 \\lambda - 3$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -1 : 1, \\ 1 : 2, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -1, \\ 1, \\ \\left[ \\left[\\begin{matrix}-9\\\\-6\\\\-2\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 2, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{1}{3}\\\\\\frac{2}{3}\\\\- \\frac{2}{3}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Macierz nie jest diagonalizowalna" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-1 & -1 & -2 & 0\\\\-1 & -2 & -1 & 1\\\\-2 & 0 & 1 & -2\\\\1 & 1 & 2 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} + 2 \\lambda^{3} - 3 \\lambda^{2}$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -3 : 1, \\ 0 : 2, \\ 1 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -3, \\ 1, \\ \\left[ \\left[\\begin{matrix}-1\\\\-2\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}-1\\\\1\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}-1\\\\\\frac{2}{5}\\\\\\frac{4}{5}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Macierz nie jest diagonalizowalna" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & -2 & 0\\\\1 & -2 & 3\\\\1 & 2 & 1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} + 3 \\lambda^{2} - 4 \\lambda - 12$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -3 : 1, \\ -2 : 1, \\ 2 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -3, \\ 1, \\ \\left[ \\left[\\begin{matrix}-2\\\\-1\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( -2, \\ 1, \\ \\left[ \\left[\\begin{matrix}-3\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{3}\\\\\\frac{2}{3}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}-2 & -3 & -1\\\\-1 & 0 & 2\\\\1 & 1 & 3\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-3 & 0 & 0\\\\0 & -2 & 0\\\\0 & 0 & 2\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & 2 & 1 & 1\\\\0 & -1 & -2 & -2\\\\2 & -1 & -2 & -1\\\\0 & -1 & -2 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} + 2 \\lambda^{3} - 15 \\lambda^{2}$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -5 : 1, \\ 0 : 2, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -5, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{2}\\\\1\\\\1\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{2}\\\\1\\\\- \\frac{3}{2}\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{13}{2}\\\\1\\\\-3\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Macierz nie jest diagonalizowalna" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy (jeśli możliwa)" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": " \n\t\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & -1 & 2\\\\-1 & 0 & 0\\\\-1 & 1 & -1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} + 3 \\lambda^{2} + 3 \\lambda + 1$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -1 : 3\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -1, \\ 3, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Macierz nie jest diagonalizowalna" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 22 }, { "metadata": {}, "cell_type": "markdown", "source": "## Diagonalizacja z wielokrotnymi wartościamy własnymi", "id": "d7ac16b3d54fe50f" }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:38:31.898681Z", "start_time": "2024-09-12T17:38:22.951343Z" } }, "cell_type": "code", "source": [ "zadanie = gz.diagonalizacja_macierzy_z_wielokrotnym_wartosciami_wlasnymi(wymiar=choice([2, 3, 4]))\n", "zadanie" ], "id": "57eb164dff6e7909", "outputs": [ { "data": { "text/plain": [ "('Przeprowadzić diagonalizację macierzy\\n\\t\\\\[\\n\\t\\t\\\\textnormal{A=} \\\\left[\\\\begin{matrix}0 & 1 & 2\\\\\\\\0 & 1 & 0\\\\\\\\-1 & 1 & 3\\\\end{matrix}\\\\right]\\n\\t\\\\]',\n", " '$\\\\det\\\\left(\\\\lambda \\\\mathbb{I} - A \\\\right) = \\\\lambda^{3} - 4 \\\\lambda^{2} + 5 \\\\lambda - 2$, \\\\quad \\nWartości własne:$ \\\\left\\\\{ 1 : 2, \\\\ 2 : 1\\\\right\\\\}, $\\\\\\\\\\n\\\\parbox{4em}{Wektory\\\\\\\\własne:} $\\\\left[ \\\\left( 1, \\\\ 2, \\\\ \\\\left[ \\\\left[\\\\begin{matrix}1\\\\\\\\1\\\\\\\\0\\\\end{matrix}\\\\right], \\\\ \\\\left[\\\\begin{matrix}2\\\\\\\\0\\\\\\\\1\\\\end{matrix}\\\\right]\\\\right]\\\\right), \\\\ \\\\left( 2, \\\\ 1, \\\\ \\\\left[ \\\\left[\\\\begin{matrix}1\\\\\\\\0\\\\\\\\1\\\\end{matrix}\\\\right]\\\\right]\\\\right)\\\\right]$,\\\\\\\\\\n$A = P\\\\,D\\\\,P^{-1}: \\\\quad P=\\\\left[\\\\begin{matrix}1 & 2 & 1\\\\\\\\1 & 0 & 0\\\\\\\\0 & 1 & 1\\\\end{matrix}\\\\right],$ \\\\quad \\n$D=\\\\left[\\\\begin{matrix}1 & 0 & 0\\\\\\\\0 & 1 & 0\\\\\\\\0 & 0 & 2\\\\end{matrix}\\\\right]$')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 3 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:39:00.474647Z", "start_time": "2024-09-12T17:39:00.469195Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "8e591dddd4378f93", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Przeprowadzić diagonalizację macierzy\n", "\t\\[\n", "\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & 1 & 2\\\\0 & 1 & 0\\\\-1 & 1 & 3\\end{matrix}\\right]\n", "\t\\]\n", 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 4 \\lambda^{2} + 5 \\lambda - 2$, \\quad \n", "Wartości własne:$ \\left\\{ 1 : 2, \\ 2 : 1\\right\\}, $\\\\\n", "\\parbox{4em}{Wektory\\\\własne:} $\\left[ \\left( 1, \\ 2, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}2\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$,\\\\\n", "$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}1 & 2 & 1\\\\1 & 0 & 0\\\\0 & 1 & 1\\end{matrix}\\right],$ \\quad \n", "$D=\\left[\\begin{matrix}1 & 0 & 0\\\\0 & 1 & 0\\\\0 & 0 & 2\\end{matrix}\\right]$\n", 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] } ], "execution_count": 4 }, { "metadata": { "ExecuteTime": { "end_time": "2024-09-12T17:40:49.067054Z", "start_time": "2024-09-12T17:39:15.041522Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "from random import choice\n", "\n", "for i in range(1, ile_zadan_przykladowych):\n", " zadanie = gz.diagonalizacja_macierzy_z_wielokrotnym_wartosciami_wlasnymi(wymiar=choice([2, 3, 4]))\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0][:39]))\n", " display(Latex(zadanie[0][39:]))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " display(Latex(zadanie[1].split(', \\quad')[0].replace(\"$\", \"$$\")))\n", " display(Markdown(\"Wartości własne\"))\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[1] + \"$$\"))\n", " display(Markdown(\"Wektory własne\"))\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[3] + \"$$\"))\n", " display(Markdown(\"Diagonalizacja:\"))\n", " try:\n", " display(Latex(\"$$\" + (zadanie[1].split(', \\quad')[1]).split(\"$\")[5]\n", " + '\\quad ' + (zadanie[1].split(', \\quad')[1]).split(\"$\")[7] + \"$$\"))\n", " except Exception:\n", " display(Markdown(\"Macierz nie jest diagonalizowalna\"))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "1065318f097e07a5", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & 0 & 0\\\\1 & 0 & 0\\\\-2 & 0 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 3 \\lambda^{2}$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 0 : 2, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 0, \\ 2, \\ \\left[ \\left[\\begin{matrix}0\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}0\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{3}{2}\\\\- \\frac{1}{2}\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}0 & 0 & -3\\\\1 & 0 & -1\\\\0 & 1 & 2\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}0 & 0 & 0\\\\0 & 0 & 0\\\\0 & 0 & 3\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 2 & -1 & -1\\\\2 & -2 & 2 & 3\\\\1 & -2 & 0 & 1\\\\1 & -2 & 1 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} + 4 \\lambda^{3} + 11 \\lambda^{2} + 14 \\lambda + 6$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -1 : 2, \\ -1 - \\sqrt{5} i : 1, \\ -1 + \\sqrt{5} i : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -1, \\ 2, \\ \\left[ \\left[\\begin{matrix}-1\\\\0\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}- \\frac{5}{3}\\\\- \\frac{1}{3}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( -1 - \\sqrt{5} i, \\ 1, \\ \\left[ \\left[\\begin{matrix}-1\\\\\\frac{1}{2} + \\frac{\\sqrt{5} i}{2}\\\\1\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( -1 + \\sqrt{5} i, \\ 1, \\ \\left[ \\left[\\begin{matrix}-1\\\\\\frac{1}{2} - \\frac{\\sqrt{5} i}{2}\\\\1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}-1 & -5 & -1 & -1\\\\0 & -1 & \\frac{1}{2} + \\frac{\\sqrt{5} i}{2} & \\frac{1}{2} - \\frac{\\sqrt{5} i}{2}\\\\1 & 0 & 1 & 1\\\\0 & 3 & 1 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-1 & 0 & 0 & 0\\\\0 & -1 & 0 & 0\\\\0 & 0 & -1 - \\sqrt{5} i & 0\\\\0 & 0 & 0 & -1 + \\sqrt{5} i\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & 2 & -1\\\\3 & 1 & -1\\\\3 & 2 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - \\lambda^{2} - 5 \\lambda - 3$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -1 : 2, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -1, \\ 2, \\ \\left[ \\left[\\begin{matrix}- \\frac{2}{3}\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}\\frac{1}{3}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}-2 & 1 & 1\\\\3 & 0 & 1\\\\0 & 3 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-1 & 0 & 0\\\\0 & -1 & 0\\\\0 & 0 & 3\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}0 & -1 & 0 & -1\\\\3 & 3 & 2 & 3\\\\2 & 2 & -2 & -2\\\\3 & 2 & -2 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} - 3 \\lambda^{3} - 12 \\lambda^{2} + 52 \\lambda - 48$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -4 : 1, \\ 2 : 2, \\ 3 : 1\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -4, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\-1\\\\2\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 2, \\ \\left[ \\left[\\begin{matrix}-2\\\\4\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}-2\\\\3\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 1, \\ \\left[ \\left[\\begin{matrix}-1\\\\2\\\\0\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}0 & -2 & -2 & -1\\\\-1 & 4 & 3 & 2\\\\2 & 1 & 0 & 0\\\\1 & 0 & 1 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-4 & 0 & 0 & 0\\\\0 & 2 & 0 & 0\\\\0 & 0 & 2 & 0\\\\0 & 0 & 0 & 3\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & 0 & 0\\\\1 & 1 & -2\\\\0 & 0 & 2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 5 \\lambda^{2} + 8 \\lambda - 4$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ 1 : 1, \\ 2 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( 1, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\1\\\\0\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 2, \\ \\left[ \\left[\\begin{matrix}1\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}2\\\\0\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}0 & 1 & 2\\\\1 & 1 & 0\\\\0 & 0 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}1 & 0 & 0\\\\0 & 2 & 0\\\\0 & 0 & 2\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}-2 & 0\\\\0 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{2} + 4 \\lambda + 4$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -2 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -2, \\ 2, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}0\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}1 & 0\\\\0 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-2 & 0\\\\0 & -2\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & 0 & 2\\\\0 & 2 & 0\\\\0 & 0 & -2\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 2 \\lambda^{2} - 4 \\lambda + 8$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -2 : 1, \\ 2 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -2, \\ 1, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{2}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 2, \\ 2, \\ \\left[ \\left[\\begin{matrix}1\\\\0\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}0\\\\1\\\\0\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}-1 & 1 & 0\\\\0 & 0 & 1\\\\2 & 0 & 0\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-2 & 0 & 0\\\\0 & 2 & 0\\\\0 & 0 & 2\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}2 & 0 & -2\\\\0 & 3 & 0\\\\-2 & 0 & -1\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{3} - 4 \\lambda^{2} - 3 \\lambda + 18$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -2 : 1, \\ 3 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -2, \\ 1, \\ \\left[ \\left[\\begin{matrix}\\frac{1}{2}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 3, \\ 2, \\ \\left[ \\left[\\begin{matrix}0\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}-2\\\\0\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}1 & 0 & -2\\\\0 & 1 & 0\\\\2 & 0 & 1\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-2 & 0 & 0\\\\0 & 3 & 0\\\\0 & 0 & 3\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Przeprowadzić diagonalizację macierzy\n\t" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "\\[\n\t\t\\textnormal{A=} \\left[\\begin{matrix}3 & 2 & -1 & 0\\\\2 & 0 & 2 & 0\\\\-1 & 2 & 3 & 0\\\\2 & 1 & 0 & 0\\end{matrix}\\right]\n\t\\]" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\det\\left(\\lambda \\mathbb{I} - A \\right) = \\lambda^{4} - 6 \\lambda^{3} + 32 \\lambda$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wartości własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$ \\left\\{ -2 : 1, \\ 0 : 1, \\ 4 : 2\\right\\}, $$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Wektory własne" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[ \\left( -2, \\ 1, \\ \\left[ \\left[\\begin{matrix}1\\\\-2\\\\1\\\\0\\end{matrix}\\right]\\right]\\right), \\ \\left( 0, \\ 1, \\ \\left[ \\left[\\begin{matrix}0\\\\0\\\\0\\\\1\\end{matrix}\\right]\\right]\\right), \\ \\left( 4, \\ 2, \\ \\left[ \\left[\\begin{matrix}- \\frac{1}{5}\\\\\\frac{2}{5}\\\\1\\\\0\\end{matrix}\\right], \\ \\left[\\begin{matrix}\\frac{8}{5}\\\\\\frac{4}{5}\\\\0\\\\1\\end{matrix}\\right]\\right]\\right)\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "Diagonalizacja:" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$A = P\\,D\\,P^{-1}: \\quad P=\\left[\\begin{matrix}1 & 0 & -1 & 8\\\\-2 & 0 & 2 & 4\\\\1 & 0 & 5 & 0\\\\0 & 1 & 0 & 5\\end{matrix}\\right],\\quad D=\\left[\\begin{matrix}-2 & 0 & 0 & 0\\\\0 & 0 & 0 & 0\\\\0 & 0 & 4 & 0\\\\0 & 0 & 0 & 4\\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n" ] } ], "execution_count": 5 }, { "metadata": {}, "cell_type": "markdown", "source": "## Regresja liniowa i wielomianowa (tylko wielomian pierwszego i drugiego stopnia)", "id": "d5ebca1c47d28e8e" }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-08T10:48:11.142787Z", "start_time": "2024-11-08T10:48:04.877866Z" } }, "cell_type": "code", "source": [ "zadanie = gz.regresja(stopien=1, nr_zadania=1)\n", "zadanie" ], "id": "3ed72b938f8a79c9", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1\n" ] }, { "data": { "text/plain": [ "('Wyznaczyć prostą regresji dla punktów \\n\\t\\\\[\\n\\t\\t(-4,2),\\\\ (3,-3),\\\\ (-2,-1),\\\\ (5,-2),\\\\ (4,-4).\\n\\t\\\\]',\n", " '\\t\\\\begin{tabular}{p{0.5\\\\textwidth}p{0.3\\\\textwidth}}\\n\\t\\\\vspace{0pt}\\n\\t\\\\[\\n\\t\\t\\\\left[\\\\begin{matrix}-4 & 1\\\\\\\\3 & 1\\\\\\\\-2 & 1\\\\\\\\5 & 1\\\\\\\\4 & 1\\\\end{matrix}\\\\right]\\n\\t\\t\\\\cdot \\\\left[\\\\begin{matrix} a \\\\\\\\ b \\\\end{matrix}\\\\right]\\n\\t\\t= \\\\left[\\\\begin{matrix}2\\\\\\\\-3\\\\\\\\-1\\\\\\\\-2\\\\\\\\-4\\\\end{matrix}\\\\right]\\n\\t\\t\\\\quad \\\\Biggm/ \\\\cdot \\\\left(\\\\left(A^T A \\\\right)^{-1} A^T \\\\right)_L\\n\\t\\\\]\\n\\t\\\\[\\n\\t\\t \\\\left[\\\\begin{matrix} a \\\\\\\\ b \\\\end{matrix}\\\\right] = \\n\\t\\t \\\\left[\\\\begin{matrix} - \\\\frac{1}{2} \\\\\\\\ -1 \\\\end{matrix}\\\\right]\\n\\t\\\\]\\n\\t&\\n\\t\\t\\\\raisebox{-4.9cm}{\\\\resizebox{5.2cm}{!}{\\\\includegraphics{../pics/regresja1}}}\\n\\t\\\\end{tabular}\\n')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 4 }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-08T10:48:11.448630Z", "start_time": "2024-11-08T10:48:11.440608Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "print(\"\\033[34m** Zadanie **\" + '*' * 81 + '\\033[0m')\n", "print(zadanie[0])\n", "print(\"\\033[34m*\\033[0m\" * 95)\n", "print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", "print(zadanie[1])\n", "print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "74a933dbcbd0b352", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie ***********************************************************************************\u001B[0m\n", "Wyznaczyć prostą regresji dla punktów \n", "\t\\[\n", "\t\t(-4,2),\\ (3,-3),\\ (-2,-1),\\ (5,-2),\\ (4,-4).\n", "\t\\]\n", "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n", "\t\\begin{tabular}{p{0.5\\textwidth}p{0.3\\textwidth}}\n", "\t\\vspace{0pt}\n", "\t\\[\n", "\t\t\\left[\\begin{matrix}-4 & 1\\\\3 & 1\\\\-2 & 1\\\\5 & 1\\\\4 & 1\\end{matrix}\\right]\n", "\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n", "\t\t= \\left[\\begin{matrix}2\\\\-3\\\\-1\\\\-2\\\\-4\\end{matrix}\\right]\n", "\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L\n", "\t\\]\n", "\t\\[\n", "\t\t \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n", "\t\t \\left[\\begin{matrix} - \\frac{1}{2} \\\\ -1 \\end{matrix}\\right]\n", "\t\\]\n", "\t&\n", "\t\t\\raisebox{-4.9cm}{\\resizebox{5.2cm}{!}{\\includegraphics{../pics/regresja1}}}\n", "\t\\end{tabular}\n", "\n", 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] } ], "execution_count": 5 }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-08T10:51:50.633730Z", "start_time": "2024-11-08T10:51:18.003699Z" }, "tags": [ "hide-input" ] }, "cell_type": "code", "source": [ "for i in range(1, ile_zadan_przykladowych + 1):\n", " zadanie = gz.regresja(stopien=choice([1, 2]), nr_zadania=i)\n", " print(f\"\\033[34m** Zadanie {i} **\" + '*' * 80 + '\\033[0m')\n", " display(Markdown(zadanie[0].split('\\n')[0].replace('\\\\', '')))\n", " display(Latex('$$' + zadanie[0].split('\\[')[1].split('\\]')[0] + '$$'))\n", " print(\"\\033[34m*\\033[0m\" * 95)\n", " print(\"\\033[32m** Rozwiązanie **\" + '*' * 78 + '\\033[0m')\n", " temp = zadanie[1].split('_L')[0].split('[\\n\\t\\t')[1] + '_L'\n", " display(Latex(f'$${temp}$$'))\n", " display(Latex(f\"$${zadanie[1].split('_L')[1][12:].split('raisebox')[0][:-11]}$$\"))\n", " display(Markdown(f'![](./pics//regresja{i}.png)'))\n", " # display(Markdown(f\"\"))\n", " print(\"\\033[32m*\\033[0m\" * 95)" ], "id": "b8008df9b71f7876", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m** Zadanie 1 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(4,-4),\\ (5,-2),\\ (1,1),\\ (2,2),\\ (-1,5).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}4 & 1\\\\5 & 1\\\\1 & 1\\\\2 & 1\\\\-1 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}-4\\\\-2\\\\1\\\\2\\\\5\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} - \\frac{4}{3} \\\\ \\frac{10}{3} \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja1.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 2 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(2,-5),\\ (1,-1),\\ (3,-3),\\ (-2,1),\\ (-4,3).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}2 & 1\\\\1 & 1\\\\3 & 1\\\\-2 & 1\\\\-4 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}-5\\\\-1\\\\-3\\\\1\\\\3\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} -1 \\\\ -1 \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja2.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 3 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(-4,-3),\\ (0,1),\\ (5,5),\\ (-2,-4),\\ (-1,-1).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}-4 & 1\\\\0 & 1\\\\5 & 1\\\\-2 & 1\\\\-1 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}-3\\\\1\\\\5\\\\-4\\\\-1\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} 1 \\\\ 0 \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja3.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 4 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(1,1),\\ (-1,0),\\ (4,4),\\ (2,2),\\ (-2,-4).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}1 & 1\\\\-1 & 1\\\\4 & 1\\\\2 & 1\\\\-2 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}1\\\\0\\\\4\\\\2\\\\-4\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} \\frac{7}{6} \\\\ - \\frac{1}{3} \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja4.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 5 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(2,1),\\ (1,-2),\\ (0,-4),\\ (3,2),\\ (-4,-5).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}2 & 1\\\\1 & 1\\\\0 & 1\\\\3 & 1\\\\-4 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}1\\\\-2\\\\-4\\\\2\\\\-5\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} 1 \\\\ -2 \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja5.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 6 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(-1,0),\\ (1,-3),\\ (-3,3),\\ (-2,-1),\\ (0,-4).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\u001B[34m*\u001B[0m\n", "\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}-1 & 1\\\\1 & 1\\\\-3 & 1\\\\-2 & 1\\\\0 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}0\\\\-3\\\\3\\\\-1\\\\-4\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} - \\frac{3}{2} \\\\ - \\frac{5}{2} \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja6.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 7 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(0,2),\\ (3,1),\\ (2,-1),\\ (4,-3),\\ (-2,4).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}0 & 1\\\\3 & 1\\\\2 & 1\\\\4 & 1\\\\-2 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}2\\\\1\\\\-1\\\\-3\\\\4\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} -1 \\\\ 2 \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja7.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\u001B[32m*\u001B[0m\n", "\u001B[34m** Zadanie 8 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(-1,5),\\ (0,2),\\ (-5,4),\\ (4,1),\\ (5,-1).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}-1 & 1\\\\0 & 1\\\\-5 & 1\\\\4 & 1\\\\5 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}5\\\\2\\\\4\\\\1\\\\-1\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} - \\frac{1}{2} \\\\ \\frac{5}{2} \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja8.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 9 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć prostą regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(-5,1),\\ (3,-1),\\ (-2,2),\\ (-3,4),\\ (4,0).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}-5 & 1\\\\3 & 1\\\\-2 & 1\\\\-3 & 1\\\\4 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}1\\\\-1\\\\2\\\\4\\\\0\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} - \\frac{1}{3} \\\\ 1 \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja9.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[34m** Zadanie 10 **********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/markdown": "Wyznaczyć trójmian kwadratowy regresji dla punktów " }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\n\t\t(0,2),\\ (-2,-4),\\ (2,3),\\ (-1,1),\\ (3,-2).\n\t$$" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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"\u001B[32m** Rozwiązanie ********************************************************************************\u001B[0m\n" ] }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix}0 & 0 & 1\\\\4 & -2 & 1\\\\4 & 2 & 1\\\\1 & -1 & 1\\\\9 & 3 & 1\\end{matrix}\\right]\n\t\t\\cdot \\left[\\begin{matrix} a \\\\ b \\\\ c \\end{matrix}\\right]\n\t\t= \\left[\\begin{matrix}2\\\\-4\\\\3\\\\1\\\\-2\\end{matrix}\\right]\n\t\t\\quad \\Biggm/ \\cdot \\left(\\left(A^T A \\right)^{-1} A^T \\right)_L$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/latex": "$$\\left[\\begin{matrix} a \\\\ b \\\\ c \\end{matrix}\\right] = \n\t\t \\left[\\begin{matrix} -1 \\\\ \\frac{3}{2} \\\\ 3 \\end{matrix}\\right]$$" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ], "text/markdown": "![](./pics//regresja10.png)" }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ 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