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A new density clustering based niching method for genetic algorithm is proposed in this paper, which is able to identify and track global and local optima for a multimodal function. To prevent the loss of diversity the global selection pressure within a single population is replaced by local selection of a multipopulation strategy. The subpopulations representing species specialized on niches are...
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