{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 第五讲:转换、置换、向量空间R\n", "\n", "## 置换矩阵(Permutation Matrix)\n", "\n", "$P$为置换矩阵,对任意可逆矩阵$A$有:\n", "\n", "$PA=LU$\n", "\n", "$n$阶方阵的置换矩阵$P$有$\\binom{n}{1}=n!$个\n", "\n", "对置换矩阵$P$,有$P^TP = I$\n", "\n", "即$P^T = P^{-1}\n", "## 转置矩阵(Transpose Matrix)\n", "\n", "$(A^T)_{ij} = (A)_{ji}$\n", "\n", "## 对称矩阵(Symmetric Matrix)\n", "\n", "$A^T$ = $A$\n", "\n", "对任意矩阵$R$有$R^TR$为对称矩阵:\n", "\n", "$$\n", "(R^TR)^T = (R)^T(R^T)^T = R^TR\\\\\n", "\\textrm{即}(R^TR)^T = R^TR\n", "$$\n", "\n", "## 向量空间(Vector Space)\n", "\n", "所有向量空间都必须包含原点(Origin);\n", "\n", "向量空间中任意向量的数乘、求和运算得到的向量也在该空间中。\n", "即向量空间要满足加法封闭和数乘封闭。" ] } ], "metadata": { "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }