Feature selection algorithms in machine learning

A different class of inputs selection method is the genetic algorithm. This is a stochastic method based on the mechanics of natural genetics and biological evolution. The genetic algorithm implemented includes several methods to perform fitness assignment, selection, crossover, and mutation operators. The next figure shows a simplified flow diagram of the genetic algorithm. The genetic algorithm starts with a population of different subsets of variables.