/numerical-linear-algebra

Repository with some scripts developed in the subject Numerical Linear Algebra.

Primary LanguageScilab

Numerical Linear Algebra

Repository containing practical exercises from the numerical linear algebra course at School of Applied Mathematics at Getulio Vargas Foundation.

I have used Scilab enviroment, because it's a free open source software similar to Matlab and it's quite easy for linear algebra purposes.

Covered Topics

  1. Pratical_1: Gaussian Elimination and improvements.
  2. Pratical_2: Jacobi and Gauss-Seidel linear system solvers.
  3. Pratical_3: Power method to find dominant eigenvalue of a matrix.
  4. Pratical_4: Some theoretical exercises about least square and first classification method.
  5. Pratical_5: QR decomposition.
  6. Pratical_6: SVD and compression of images.