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第三周周总结

本周主要是矩阵计算的相关任务 一下是 源码 // This file is part of Eigen, a lightweight C++ template library // for linear algebra. // // Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr> // Copyright (C) 2010,2012 Jitse Niesen <jitse@maths.leeds.a

2.8 Eigenvalues and Eigenvectors 阅读笔记

特征值和特征向量 reference的内容为唯一教程，接下来的内容仅为本人的课后感悟，对他人或无法起到任何指导作用。 Reference Course website: Eigenvalues and Eigenvectors | Unit II: Least Squares, Determinants and Eigenvalues | Linear Algebra | Mathematics | MIT OpenCo

2.10 Geometric View of Eigenvalues and Eigenvectors 阅读笔记

特征向量和对角化的几何意义 (涉及基变换) reference的内容为唯一教程，接下来的内容仅为本人的课后感悟，对他人或无法起到任何指导作用。 Reference Extra videos (3Blue1Brown): Change of basis | Chapter 13, Essence of linear algebra - YouTube Eigenvectors and eigenval

6. Eigenvalues and Eigenvectors

Keys: What are Eigenvalues and Eigenvectors? How to find Eigenvalues and Eigenvectors? Applications of Egenvalues and Eigenvectors: Difference equation \(u_{k+1}=Au_k\) Solution of \(\frac{du}{dt}=Au\) Markov Matrices Projections and Fourier Series