Presentation 2010-12-13
Discrete Particle Swarm Optimizers for Multi-solution Problems
Masafumi KUBOTA, Toshimichi SAITO,
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Abstract(in English) This paper presents a basic discrete particle swarm optimization (DPSO) and considers its capability for niching problems. For a given optimization problem, the search space is discretized and the DPSO tries to find a candidate solution in the discretized space. If the DPSO can find candidate solution(s), neighbor of each candidate solution is re-discretized more finely and the DPSO repeats the search until finding an approximate solutions. Performing basic numerical experiments, the algorithm efficiency is confirmed.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Swarm Intelligence / Particle Swarm Optimization / Niching Problems
Paper # NLP2010-114
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Conference Information
Committee NLP
Conference Date 2010/12/6(1days)
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Paper Information
Registration To Nonlinear Problems (NLP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Discrete Particle Swarm Optimizers for Multi-solution Problems
Sub Title (in English)
Keyword(1) Swarm Intelligence
Keyword(2) Particle Swarm Optimization
Keyword(3) Niching Problems
1st Author's Name Masafumi KUBOTA
1st Author's Affiliation EE Dept., Hosei University()
2nd Author's Name Toshimichi SAITO
2nd Author's Affiliation EE Dept., Hosei University
Date 2010-12-13
Paper # NLP2010-114
Volume (vol) vol.110
Number (no) 335
Page pp.pp.-
#Pages 5
Date of Issue