Optimization

This section is important given some models as linear regressiona and logistic regression based its learning algorithms in this numericall solutions.

why doest work?

Slides

Notebooks

Model

Material

Gradient Descendent

GDS

Raphson Newton

Raphson Newton

Lagrange Multiplier (notebook)

Lagrante utility maximization

Grey Wolf Optimizer (GWO) (slides)

GWO

in this section you find material about numerical, linear and metaheuristics.