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- W2386987174 abstract "To get rid of resulting in premature convergence and plunging into local optimum for standard particle swarm optimization to solve multiple-order pole functions,this paper introduced seek advantage and avoid disadvantage principle of some insects in biology into particle swarm optimization algorithm to change the single direction characteristic of the traditional algorithm which only had drawing on advantage operation instead of avoiding disadvantage operation.It proposed both kinds of ameliorated algorithms to maintain or increase population diversity.Simulation experiment results indicate that the particle swarm optimization based on seek advantage and avoid disadvantage principle can prominently improve the global optimization ability of the algorithm when dealing with complicated multimodal functions." @default.
- W2386987174 created "2016-06-24" @default.
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- W2386987174 date "2012-01-01" @default.
- W2386987174 modified "2023-09-25" @default.
- W2386987174 title "Research on particle swarm optimizing algorithm based on seek advantage and avoid disadvantage principle" @default.
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