LIMA, A. A.; http://lattes.cnpq.br/3426801332293611; LIMA, Alynthor de Araújo.
Resumo:
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.