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GECCO
2004
Springer
15 years 3 months ago
2004
Springer
Estimation of distribution algorithms (EDA) are similar to genetic algorithms except that they replace crossover and mutation with sampling from an estimated probability distributi...
GECCO
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. In this paper we show how tools based on extensions of Price’s equation allow us to look inside production-level EAs to see how selection, representation, and reproduct...
GECCO
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. A model of coevolutioinary genetic algorithms (COGA) consisting of two populations coevolving on two-bit landscapes is investigated in terms of the effects of random par...
GECCO
2004
Springer
15 years 3 months ago
2004
Springer
We present quantitative models for the selection pressure of cellular evolutionary algorithms structured in two dimensional regular lattices. We derive models based on probabilisti...
GECCO
2004
Springer
15 years 3 months ago
2004
Springer
Several inverse problems exist in the atmospheric sciences that are computationally costly when using traditional gradient based methods. Unfortunately, many standard evolutionary ...