2270 Chapter 5 Lecture Topics S2018

Updated: 28 Oct 2017   Today: 18 Feb 2018
  1. Eigenanalysis, what is it?
  2. Slides: Whatseigenanalysis.pdf, Eigenpairs, Eigenvalues, Eigenvectors explained, Fourier's eigenanalysis model, Data conversion example, Powers computed by eigenanalysis, History of Fourier's model (1822), Characteristic equation, Computing eigenpairs, Independence of eigenvectors.
  3. Eigenanalysis
  4. Manuscript: Introduction to eigenanalysis Historical introduction to the subject of eigenvalues and eigenvectors for matrices. Algebraic eigenanalysis, computation and diagonalization (October 2016).
    Manuscript: eigenanalysisI.pdf, Eigenanalysis, History, Fourier's method, Diagonalization and AP=PD, Fourier's 1822 heat model, Examples for 2x2, 3x3 eigenpairs, diagonalization and AP=PD computation.
    Manuscript: eigenanalysisII.pdf, Discrete dynamical systems, Stochastic matrices, Eigenanalysis and footballs, Ellipse and eigenanalysis, Coordinate rotation.
    Slides: algebraicEigenanalysis2008.pdf, Algebraic theory for eigenpairs, Algorithm, AP=PD and diagonalization, Examples 2x2 and 3x3.
    TXT: Larry Page's Google algorithm, Where to find a simple explanation of Page's Page-Rank algorithm.
  5. Cayley-Hamilton Theorem
  6. Slides: deSystemsCayleyHamilton.pdf, Cayley-Hamilton Theorem, Examples