Rchr
J-GLOBAL ID:201801017995177909
Update date: Apr. 05, 2024
Kumagai Wataru
クマガイ ワタル | Kumagai Wataru
Affiliation and department:
Homepage URL (2):
https://watarukumagai-git.github.io/
,
https://watarukumagai-git.github.io/home_eng/
Research field (3):
Soft computing
, Soft computing
, Soft computing
Research keywords (7):
Black-Box Optimization
, メタヒューリスティクス
, 進化計算
, 大域的最適化
, Deep Learning
, 機械学習
, 非線形最適化
Papers (20):
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Yuji Sato, Wataru Kumagai, Yusuke Yasuda, Kenichi Tamura, Keiichiro Yasuda. Differential Evolution Using Superior Infeasible Solutions for Constrained Optimization. 2023 IEEE International Conference Systems, Man, Cybernetics. 2023. 5064-5069
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Yusuke Yasuda, Hidetoki Kojima, Wataru Kumagai, Kenichi Tamura, Keiichiro Yasuda. A Switching Normalization Method in Decomposition-based Constraint Handling for Constrained Optimization. SICE Annual Conference 2023. 2023. 1555-1562
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Wataru Kumagai, Keiichiro Yasuda. Black-Box Optimization and Its Applications. Innovative Systems Approach for Facilitating Smarter World. 2023. 81-100
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Yusuke Yasuda, Wataru Kumagai, Kenichi Tamura, Keiichiro Yasuda. MOEA/D with Constraint Objectivization and Adaptive Weight Adjustment for Constrained Optimization. 2023. 143. 3. 353-363
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Yusuke Yasuda, Wataru Kumagai, Kenichi Tamura, Keiichiro Yasuda. MOEA/D with Feasibility-based Weight Adjustment for Constrained Optimization. 2022 IEEE Symposium Series on Computational Intelligence. 2022. 1560-1566
more...
Lectures and oral presentations (27):
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有制約最適化のためのFeasibility RuleとMOEA/Dに基づくハイブリッド制約対処法の検討
(進化計算シンポジウム2023, P1-02, pp. 7-13 2023)
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有制約Differential Evolutionにおける外部アーカイブの活用法の解析
(進化計算シンポジウム2023, P1-16, pp. 97-104 2023)
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Smart Manufacturing and System of Systems
(第14回横幹連合コンファレンス,OS15,B-4-3 2023)
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外部アーカイブを用いて優れた実行不可能解を活用する有制約Differential Evolutionの比較検討
(2023年 電気学会 電子・情報・システム部門大会,GS11-5,pp.1468-1473 2023)
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有制約最適化のためのMOEA/DとFeasibility Ruleの比較検討
(2023年 電気学会 電子・情報・システム部門大会,PS6-5,pp.1822-1823 2023)
more...
Education (3):
- 2017 - 2020 Tokyo Metropolitan University Graduate School of Science and Engineering Department of Electrical and Electronic Engineering
- 2014 - 2016 Tokyo Metropolitan University Graduate School of Science and Engineering Department of Electrical and Electronic Engineering
- 2010 - 2014 Ibaraki University
Professional career (1):
- Ph.D. Engineering (Tokyo Metropolitan University)
Work history (2):
- 2021/04 - 現在 横河電機株式会社 マーケティング本部 イノベーションセンター プロジェクトデザイン部 主務
- 2016/04 - 2021/03 横河電機株式会社 マーケティング本部 イノベーションセンター インキュベーション部 主務
Committee career (1):
- 2023/07 - 現在 System Innovation Center SoS subcommittee, Member
Awards (4):
- 2021/11 - 計測自動制御学会 システム・情報部門 学術講演会 2021 SSI優秀論文賞 適応的重み調整を用いたMOEA/Dによる有制約最適化
- 2019/11 - The 62nd Japan Joint Automatic Control Conference Presentation Award A New Framework with Tranformation Invariance for Metaheuristic Algorithms
- 2018/03 - IEEJ Presentation Award Particle Swarm Optimization with Rotational Invariance Using Correlativity
- 2015/03 - IEEJ Presentation Award A Basic Study of Search Dynamics Analysis and Adaptation of Cuckoo Search
Association Membership(s) (1):
THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN
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