Hawk-Dove Tournament: A New Selection Technique for Genetic Algorithms Based on Evolutionary Game Theory
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چکیده
This paper presents a new selection method for Genetic Algorithms based upon the concepts of the Evolutionary Game Theory, enabling individuals to compete for available resources. Hence they have the possibility to alter their adaptability and as an effect, assume an influential role on the generation of offspring. The results of some simulations of this technique are presented and compared with other selection methods, like: Traditional Roulette, Tournament and Hawk-Dove Roulette (HDR).
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تاریخ انتشار 2009