Using Problem Generators to Explore the E ects of Epistasis Kenneth
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چکیده
In this paper we develop an empirical methodology for studying the behavior of evolutionary algorithms based on problem generators. We then describe three generators that can be used to study the eeects of epistasis on the performance of EAs. Finally, we illustrate the use of these ideas in a preliminary exploration of the eeects of epistasis on simple GAs.
منابع مشابه
Using Problem Generators to Explore the E ects of Epistasis
In this paper we develop an empirical methodology for studying the behavior of evolutionary algorithms based on problem generators. We then describe three generators that can be used to study the eeects of epistasis on the performance of EAs. Finally, we illustrate the use of these ideas in a preliminary exploration of the eeects of epistasis on simple GAs.
متن کاملUsing Problem Generators to Explore the Effects of Epistasis
In this paper we develop an empirical methodology for studying the behavior of evolutionary algorithms based on problem generators. We then describe three generators that can be used to study the effects of epistasis on the performance of EAs. Finally, we illustrate the use of these ideas in a preliminary exploration of the effects of epistasis on simple GAs.
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Epistasis is de ned as the in uence of the genotype at one locus on the e ect of a mutation at another locus. As such it plays a crucial role in a variety of evolutionary phenomena such as speciation, population bottle necks and the evolution of genetic architecture (i.e. the evolution of dominance, canalization and genetic correlations). In mathematical population genetics, however, epistasis ...
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تاریخ انتشار 1997