2010 Fiscal Year Final Research Report
Knowledge Acquisition by Cooperative Distributed Evolutionary Algorithms with divide and conquer approach
| Project/Area Number |
21700254
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Sensitivity informatics/Soft computing
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| Research Institution | Okayama University |
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Principal Investigator |
HANDA Hisashi Okayama University, 大学院・自然科学研究科, 助教 (60304333)
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| Project Period (FY) |
2009 – 2010
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| Keywords | 協調分散型進化計算 / 分布推定アルゴリズム / 知識抽出 / クラスタリング / 測地距離 |
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| Research Abstract |
This study proposes a knowledge acquisition method by cooperative distributed evolutionary algorithms with divide and conquer approach. By decomposing problems spaces in advance, we can expect that the proposed method enables evolutionary algorithms to maintain the diversity in genetic information. We employ Estimation of Distribution Algorithms as Evolutionary Algorithms. We have concentrated to extend the EDAs to acquire knowledge during the research period.
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