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- 永田 裕一
- 北陸先端科学技術大学院大学 情報科学研究科
書誌事項
- タイトル別名
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- An Adaptive Niching Genetic Algorithm using a niche size equalization mechanism
説明
Niching GAs have been widely investigated to apply genetic algorithms (GAs) to multimodal function optimization problems. In this paper, we suggest a new niching GA that attempts to form niches, each consisting of an equal number of individuals. The proposed GA can be applied also to combinatorial optimization problems by defining a distance metric in the search space. We apply the proposed GA to the job-shop scheduling problem (JSP) and demonstrate that the proposed niching method enhances the ability to maintain niches and improve the performance of GAs.
収録刊行物
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- 人工知能学会論文誌
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人工知能学会論文誌 24 (1), 92-103, 2009
一般社団法人 人工知能学会
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詳細情報 詳細情報について
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- CRID
- 1390282680083022592
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- NII論文ID
- 130000098273
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- ISSN
- 13468030
- 13460714
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
- KAKEN
- OpenAIRE
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- 抄録ライセンスフラグ
- 使用不可