/Computer-Aided-Analysis-and-Design

Coding assignments for Computer Aided Analysis and Design course at Faculty of Electrical Engineering and Computing.

Primary LanguageJupyter NotebookMIT LicenseMIT

APR-Python

Coding assignments:

  1. Matrix implemenation - LU Decomposition
  2. Nonlinear optimization pt.1 - golden ratio, coordinate search, simplex, Hooke-Jeeves
  3. Nonlinear optimization pt.2 - Box, Newton-Raphson, gradient descent
  4. Genetic algorithms - (stochastic optimization algorithms)
  5. Numerical transient analasys