ECE 595E Lecture 5: Linear Algebra

By Peter Bermel

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

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Abstract

Outline:

  • Recap from Monday
  • Overview: Computational Linear Algebra
  • Gaussian Elimination
  • LU Decomposition
  • Singular Value Decomposition
  • Sparse Matrices
  • QR Decomposition

Cite this work

Researchers should cite this work as follows:

  • Peter Bermel (2013), "ECE 595E Lecture 5: Linear Algebra," https://nanohub.org/resources/16573.

    BibTex | EndNote

Time

Location

EE 226, Purdue University, West Lafayette, IN

Tags

  1. course lecture
  2. linear algebra
  3. Programming
  4. Simulation
ECE 595E Lecture 5: Linear Algebra
  • Lecture 5: Linear Algebra 1. Lecture 5: Linear Algebra 0
    00:00/00:00
  • Outline 2. Outline 36.936936936936938
    00:00/00:00
  • Recap from Monday 3. Recap from Monday 156.2228895562229
    00:00/00:00
  • Overview: Computational Linear Algebra 4. Overview: Computational Linear… 346.07941274607941
    00:00/00:00
  • Gauss-Jordan Elimination: No Pivoting 5. Gauss-Jordan Elimination: No P… 921.654988321655
    00:00/00:00
  • Gauss-Jordan Elimination: Pivoting 6. Gauss-Jordan Elimination: Pivo… 1271.7717717717719
    00:00/00:00
  • Gaussian Elimination 7. Gaussian Elimination 1474.8415081748415
    00:00/00:00
  • LU Decomposition 8. LU Decomposition 1585.6856856856857
    00:00/00:00
  • LU Decomposition 9. LU Decomposition 1997.0637303970639
    00:00/00:00
  • LU Decomposition 10. LU Decomposition 2073.8071404738071
    00:00/00:00
  • Band Diagonal Matrices 11. Band Diagonal Matrices 2224.6579913246583
    00:00/00:00
  • Sparse Linear Systems 12. Sparse Linear Systems 2408.1081081081084
    00:00/00:00
  • Iterative Improvement 13. Iterative Improvement 2543.376710043377
    00:00/00:00
  • Singular Value Decomposition 14. Singular Value Decomposition 2714.5478812145479
    00:00/00:00
  • Vandermonde Matrices 15. Vandermonde Matrices 2959.9933266599933
    00:00/00:00
  • Cholesky Decomposition 16. Cholesky Decomposition 2983.9506172839506
    00:00/00:00
  • QR Decomposition 17. QR Decomposition 3036.5365365365365
    00:00/00:00
  • Next Class 18. Next Class 3200.6006006006005
    00:00/00:00
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