Presentation 2013-10-28
Parameter Search for Solving Quadratic Assignment Problems : A Case using Particle Swarm Optimization and GPGPU
Toshihiro TACHIBANA, Masaharu ADACHI,
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Abstract(in English) The authors have proposed a method for solving multi-objective optimization problems. The proposed method switches more than two particle swarm optimization (PSO) methods with switching by chaotic neurodynamics.In general, a method for combinatorial optimization problems using chaotic neurodynamics need to set optimum parameters. However, searching the optimal parameters is difficult. Therefore, we consider parameter search problems as multi-objective optimization problems.In this article, the proposed method is applied to parameter search problems for solving quadratic assignment problems.
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Keyword(in English) Particle swarm optimization / Multi-optimization problem / GPGPU
Paper # NLP2013-77
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Conference Information
Committee NLP
Conference Date 2013/10/21(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) Parameter Search for Solving Quadratic Assignment Problems : A Case using Particle Swarm Optimization and GPGPU
Sub Title (in English)
Keyword(1) Particle swarm optimization
Keyword(2) Multi-optimization problem
Keyword(3) GPGPU
1st Author's Name Toshihiro TACHIBANA
1st Author's Affiliation Department of Applied Computer Sciences, School of Engineering, Shonan Institute of Technology()
2nd Author's Name Masaharu ADACHI
2nd Author's Affiliation Department of Electrical and Electric Engineering, Tokyo Denki University
Date 2013-10-28
Paper # NLP2013-77
Volume (vol) vol.113
Number (no) 271
Page pp.pp.-
#Pages 6
Date of Issue