Black box evolutionary mathematical modeling applied to linear systems
Oscar Montiel, Oscar Castillo, Patricia Melín, Roberto Sepúlveda · International Journal of Intelligent Systems · 2004
In this article we analyzed the explorative behavior of the Breeder Genetic Algorithm. We tested this algorithm using fuzzy recombination and the classical discrete mutation operator. A general review of the most common linear model structures is given for recommending where to use this type of evolutionary algorithm. We selected for convenience a finite impulse response structure model because it has global optima; we considered this characteristic advisable for analyzing the evolution of the best and poorest individuals in the population through the generations. © 2005 Wiley Periodicals, Inc. Int J Int Syst 20: 293–311, 2005.