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控制理论与应用 2010
Modified attractive and repulsive particle swarm optimization
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Abstract:
To avoid the premature convergence,based on the attractive and repulsive particle swarm optimizer(ARPSO),we propose a novel measure function for the population diversity,and a new concept of the particle's best flight direction.A modified ARPSO(MARPSO)is proposed by introducing a mutation strategy.Moreover,theoretical analysis has been made to prove that the algorithm can guarantee local convergence and global convergence.By comparing the simulation results of four classic testing functions with basic PSO(B...