巣別れを導入したParticle Swarm Optimization アルゴリズムの提案

URI http://harp.lib.hiroshima-u.ac.jp/hiroshima-cu/metadata/10449
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Title
巣別れを導入したParticle Swarm Optimization アルゴリズムの提案
Title Alternative
The Proposal of the Particle Swarm Optimization Algorithm with Colony Fission
Author
氏名 松山 隼人
ヨミ マツヤマ ハヤト
別名 MASTUYAMA Hayato
氏名 串田 淳一
ヨミ クシダ ジュンイチ
別名 KUSHIDA Jun-ichi
氏名 原 章
ヨミ ハラ アキラ
別名 HARA Akira
氏名 高濱 徹行
ヨミ タカハマ テツユキ
別名 TAKAHAMA Tetsuyuki
Abstract

Particle swarm optimization (PSO) is a population based stochastic optimization algorithm. PSO works with a swarm of simple agents and has been successfully applied in many areas. However, to avoid premature convergence in multi-modal function is difficult for PSO. In this paper, we introduce the concept of colony fission to PSO and aim to improve search performance in multi- modal function. The colony fission is phenomenon that swarm such as bees, wasps and ants is divided to several colonies. In proposed method, colonies are generated stochastically and they cooperatively search solutions in multi-modal function.

Journal Title
2012 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2012 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
Spage
63
Epage
66
Published Date
2012-07
Publisher
IEEE SMC Hiroshima Chapter
Language
jpn
NIIType
Conference Paper
Text Version
著者版
Rights
©Copyright by IEEE SMC Hiroshima Chapter. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting
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Relation URL
Note

2012 IEEE SMC Hiroshima Chapter若手研究会, 2012年7月14日, 広島市立大学

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hiroshima-cu