Optimization methods
Repository consists of two main modules:
- optimization_methods.py- module with implementation of several classic optimization methods:
- gradient descent method (with different variations of this method);
- newthon method;
- gradient projection method (with implemented projection formulas);
- conjucate gradients method.
- plot_methods.py - module with implementation of plotting methods, provides possibility to plot:
- functions of many variables in given intervals;
- contour plots of functions;
- contour plots of functions with the "stepping" of optimization method;
- functions that are set implicitly;