Behavior Analysis of Real{Valued Evolutionary Algorithms for Independent Loci in an In nite Population
نویسنده
چکیده
Our purpose is theoretical analysis of behavior of Evolutionary Algorithms using real{ valued chromosomes by focusing on the change of probability distribution of chromosomes in an in nite population. This paper deals with cases that some loci and the others are stochastically independent each other, and provide some conditions for EAs to maintain the independence. Moreover, we apply these results to special cases of Gaussian tness function and population, and provide concrete equations of the change of mean values and variances through generations.
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