Designing Competent Mutation Operators Via Probabilistic Model Building Of Neighborhoods

GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS, (2004): 114-125

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This paper presents a competent selectomutative genetic algorithm (GA), that adapts linkage and solves hard problems quickly, reliably, and accurately. A probabilistic model building process is used to automatically identify key building blocks (1313s) of the search problem. The mutation operator uses the probabilistic model of linkage gr...更多

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David E. Goldberg
David E. Goldberg
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