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There are two kinds of methods to determine parameters in GAs: online and offline. This paper studied the offline determinations of parameters from the decision space but not fitness landscape. In order to make full use of operators' ability to explore/exploit the subspace, the population size and terminal generation number should satisfy two conditions: (1) for each individual in the search space,...
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