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To avoid falling into local optimum solution and improve global optimum efficiency and accuracy of particle swarm optimization, a novel particle swarm optimization model with centroid of population is proposed, which can enhance inter-particle cooperation and information sharing capabilities effectively, then the guidelines of parameter selection are obtained in the case of convergence of the new...
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