Algoritmo genético guiado por códigos algébricos.

Abstract

Evolutionary algorithms have been widely used in function optimization. Genetic Algorithms(GA) are evolutionary algorithms based in natural selection using probabilistic genetic-like operators. Despite of being efficient in some optimization problems, GAs have not performed so well with some "trap"functions. The idea of algebraic code introduction in GAs is to guide GA exploiting code structure for helping a GA to overcome troubles with trap functions is proposed in this work. This work presents an algorithm which combine GA with algebraic codes and also propose the code coset concept utilization.