Dynamic Search With Charged Swarms

نویسندگان

  • Tim M. Blackwell
  • Peter J. Bentley
چکیده

Two novel particle swarm optimization (PSO) algorithms are used to track and optimize a 3dimensional parabolic benchmark function where the optimum location changes randomly and with high severity. The new algorithms are based on an analogy of electrostatic energy with charged particles. For comparison, the same experiment is performed with a conventional PSO algorithm. It is found that the best strategy for this particular problem involves a combination of neutral and charged particles.

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تاریخ انتشار 2002