-
- 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
-
- An Adaptive Niching Genetic Algorithm using a niche size equalization mechanism
抄録
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
-
- 人工知能学会論文誌
-
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
- Tweet
詳細情報 詳細情報について
-
- CRID
- 1390282680083022592
-
- NII論文ID
- 130000098273
-
- ISSN
- 13468030
- 13460714
-
- 本文言語コード
- ja
-
- データソース種別
-
- JaLC
- Crossref
- CiNii Articles
- KAKEN
-
- 抄録ライセンスフラグ
- 使用不可