Dissipative particle swarm optimization

Authors:
Xiao-Feng Xie;Wen-Jun Zhang;Zhi-Lian Yang
Affiliations:
Inst. of Microelectron., Tsinghua Univ., Beijing, China;Inst. of Microelectron., Tsinghua Univ., Beijing, China;Inst. of Microelectron., Tsinghua Univ., Beijing, China
Venue:
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Year:
2002

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Abstract

A dissipative particle swarm optimization is developed according to the self-organization of dissipative structure. The negative entropy is introduced to construct an opening dissipative system that is far-from-equilibrium so as to driving the irreversible evolution process with better fitness. The testing of two multimodal functions indicates it improves the performance effectively.