Abstract
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.
Original language | English |
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Pages (from-to) | 293-311 |
Number of pages | 19 |
Journal | International Journal of Intelligent Systems |
Volume | 20 |
Issue number | 2 |
DOIs | |
State | Published - Feb 2005 |