ECE 595E Lecture 8: Eigenvalues

By Peter Bermel

Electrical and Computer Engineering, Purdue University, West Lafayette, IN

View Presentation

Additional materials available (4)

Category

Online Presentations

Published on

Abstract

Outline:

  • Recap from Wednesday
  • Eigenproblem Solution Techniques
    • Power Methods
    • Inverse Iteration
    • Atomic Transformations
    • Factorization Methods

Cite this work

Researchers should cite this work as follows:

  • Peter Bermel (2013), "ECE 595E Lecture 8: Eigenvalues," https://nanohub.org/resources/16627.

    BibTex | EndNote

Time

Location

EE 226, Purdue University, West Lafayette, IN

Tags

  1. course lecture
  2. eigenvectors
  3. Programming
  4. Simulation
ECE 595E Lecture 8: Eigenvalues
  • Lecture 8: Eigenvalues 1. Lecture 8: Eigenvalues 0
    00:00/00:00
  • Outline 2. Outline 15.98264931598265
    00:00/00:00
  • Recap from Wednesday 3. Recap from Wednesday 73.8405071738405
    00:00/00:00
  • Power Method 4. Power Method 151.317984651318
    00:00/00:00
  • Inverse Iteration 5. Inverse Iteration 821.32132132132131
    00:00/00:00
  • Inverse Iteration Challenges 6. Inverse Iteration Challenges 1212.8461795128462
    00:00/00:00
  • Transformation Methods 7. Transformation Methods 1386.1861861861862
    00:00/00:00
  • Jacobi Transformations 8. Jacobi Transformations 1702.7694361027695
    00:00/00:00
  • Householder Transformation 9. Householder Transformation 1954.8548548548549
    00:00/00:00
  • Factorization in Eigenproblems 10. Factorization in Eigenproblems 2604.9716383049717
    00:00/00:00
  • QL Algorithm + Implicit Shifts 11. QL Algorithm + Implicit Shifts 2958.1915248581918
    00:00/00:00
  • Asymmetric Matrices 12. Asymmetric Matrices 3083.6503169836506
    00:00/00:00
  • Basic Linear Algebra Subprograms (BLAS) 13. Basic Linear Algebra Subprogra… 3235.6022689356023
    00:00/00:00
  • Linear Algebra Package (LAPACK) 14. Linear Algebra Package (LAPACK… 3322.4891558224895
    00:00/00:00
  • Next Class 15. Next Class 3423.3233233233236
    00:00/00:00
Pop Out