Dissipative Particle Swarm Optimizer (DPSO)
[Chinese version]

*DPSO is a variant of Particle Swarm Optimization (PSO) based on the principle of 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.

Related Papers

  • Xiao-Feng Xie, Wen-Jun Zhang, De-Chun Bi. Optimizing semiconductor devices by self-organizing particle swarm. Congress on Evolutionary Computation (CEC), Oregon, USA, 2004: 2017-2022
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. A dissipative particle swarm optimization. Congress on Evolutionary Computation (CEC), Hawaii, USA, 2002: 1456-1461
  • Software Download
    name type* description
    DPSO SRC (C) A dissipative PSO for solving numerical optimization problem (NOP). [DOC]
    *abbreviations: SRC=source code; BIN=binary code
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