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计算机科学 2010
Self-adaptive Genetic Algorithm with Classification
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Abstract:
Aiming at the balance of search results and search speed of evolutionary algorithm,we proposed a search strategy to classify the individuals by the similarity of their fitness.This differentiated respective function of individuals in search process.Nevertheless,premature convergence was one of GA-difficulties.So,an improved selection mechanism in GA was used to deal with the mentioned drawback.On the one hand,a new parameter named success ratio which is higher setting causes higher selection pressure.It cou...