Genetic Algorithms

Genetic algorithms (GAs) are a framewrok to solve optimiaztion and decision problems, inspired in darwin evolutionary concetps, uses different ideas.

Important

The Slides

Slides

Options

Laboratories

All problems listed in this section was resolver using GAs and deap

• In python:

  • Optimization univariate Function

  • Genetic Multivariate linear regression

  • Ksnap problem

  • Feature Selection joined with sklearn

  • Training a Multilayer Perceptron (one hidden layer)

  • Travelling salesman problem (TSP)

  • Genetic K-means

stoppong criteria

One of the most fundamental issues in GA is when stop given that there are not a stablished criteria.