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Optimization algorithm with stochastic focusing search
随机聚焦搜索优化算法

Keywords: swarm intelligence,stochastic focusing search,human randomized searching,particle swarm optimization
群集智能
,随机聚焦搜索,人类随机搜索,粒子群优化

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Abstract:

A novel optimization algorithm with stochastic focusing search(SFS) is proposed. This algorithm is a swarmintelligence algorithm, which imitates the random action in human searching behaviors. The algorithm performance is studied by using a set of typical complex functions, and is compared with that of the differential evolution(DE) algorithm and the comprehensive learning-particle-swarm-optimizer(CLPSO) algorithm. The simulation results show that SFS solves most of the benchmark problems and can be considered a promising candidate of search algorithms when the existing algorithms have difficulties in solving some problems.

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