Dissipative Particle Swarm Optimization (DPSO)

The dissipative particle swarm optimization (DPSO) is developed according to the self-organization of dissipative structure. The negative entropy is introduced into the particle swarm to construct an opening dissipative system that is far-from-equilibrium so as to driving the evolutionary process towards better fitness.

  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. A dissipative particle swarm optimization. In Congress on Evolutionary Computation (CEC), pages 1456-1461, Honolulu, HI, USA, 2002. [PDF] [Code] [DOI] [Bibtex]
    Title = {A dissipative particle swarm optimization},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {Congress on Evolutionary Computation (CEC)},
    Year = {2002},
    Address = {Honolulu, HI, USA},
    Pages = {1456--1461}

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