ECE133A - Applied Numerical Computing

The ECE133A course material (lecture notes, slides, and homework assignments) for the Spring 2021 Quarter will be available at the CCLE course website.

Lecture slides (Fall 2019)

  1. Introduction
    Vectors

  2. Norm, distance, angle

  3. Matrices

  4. Matrix inverses

  5. Orthogonal matrices

  6. QR factorization

  7. Linear equations

  8. Least squares

  9. Least squares data fitting

  10. Multi-objective least squares

  11. Constrained least squares

  12. Cholesky factorization

  13. Nonlinear least squares

  14. Nonlinear equations

  15. Problem condition

  16. Algorithm stability

  17. IEEE floating point numbers