Mafoud, S. (1993) Finite Markov chain models of an alternative selection strategy for the genetic algorithm. Complex Systems, 7 (2), 155-170. Home/Search Document Not in Database Summary Related Articles |
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Using Markov Chains to Analyze GAFOs - De Jong, Spears, Gordon (1995) (14 citations) (Correct)
....and Vose, 1992; Vose, 1992; Suzuki, 1993; Rudolph, 1994) but says little about the transient observable behavior of implementable GAFOs. Markov chains have also been used to model specific features of GAs, such as selection, genetic drift, niching, etc. De Jong, 1975; Goldberg and Segrest, 1987; Mafoud, 1993; Horn, 1993) We feel that recent theoretical developments along with advances in computational power have set the stage for a more complete analysis of GAFOs via Markov chains. In this paper we present our ideas as to how previous Markov chain analyses can be extended to provide a stronger GAFO ....
Mafoud, S. (1993) Finite Markov chain models of an alternative selection strategy for the genetic algorithm. Complex Systems, 7 (2), 155-170.
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