Optimization Algorithms

Implementation of various optimization algorithms, for different test cases. More specifically:

  • Find the minimum of -strictly- convex functions [1-D]
  • Find the minimum of a function with no analytic formula given [2-D]
  • Find the minimum of a function with constraints [2-D]
    • Steepest Descent, with and without constraints [Algorithm]
  • Genetic Algorithm: Approaching an unknown continuous function [2-D]

Georgios Balaouras
Georgios Balaouras
Data Scientist

My research interests include Computer Vision with a healthy pinch of problem solving.