Presentation | 2010-12-13 Discrete Particle Swarm Optimizers for Multi-solution Problems Masafumi KUBOTA, Toshimichi SAITO, |
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Abstract(in Japanese) | (See Japanese page) |
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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Committee | NLP |
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Conference Date | 2010/12/6(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Nonlinear Problems (NLP) |
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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 |
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