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J-GLOBAL ID:201001060433150548   Update date: Feb. 19, 2025

Sato Yuji

サトウ ユウジ | Sato Yuji
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Affiliation and department:
Job title: Professor
Research field  (2): Intelligent informatics ,  Soft computing
Research keywords  (8): Swarm Intelligence ,  Artificial Life ,  Soft Computing ,  Computational Intelligence ,  Intelligent Computing ,  Genetic Algorithms ,  Evolutionary Computation ,  Machine Learning
Research theme for competitive and other funds  (8):
  • 2022 - 2025 相互性を有する多目的最適化問題のための分散進化計算の研究
  • 2019 - 2024 スマート社会における実時間多数目的最適化のための分散進化計算の研究
  • 2018 - 2019 進化論的手法を用いたAIアーキテクチャに関する研究
  • 2017 - 2018 人工知能における新領域開拓に向けた課題探索
  • 2017 - 2018 大規模計算機環境における分散型進化計算の新たな展開
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Papers (197):
  • Yihao Yang, Yuji Sato. Efficient and Accurate Surrogate-Assisted Approach to Multi-Objective Optimization Using Deep Neural Networks. Proceedings of the 13th International Conference on Evolutionary Multi-Criterion Optimization (EMO-2025) (Accepted). 2025
  • Mitsuhiko Uchida, Mikiko Sato, Yuji Sato. Evaluation Regarding Partitioning the Objective Space for Parallel distributed MOPSO/D. Proceedings of the Thirtieth International Symposium on Artificial Life and Robotics 2025 (AROB 30th 2025). 2025. 373-376
  • Jia Guo, Wenhao Ye, Dong Wang, Zhou He, Zhou Yan, Mikiko Sato, Yuji Sato. A Novel Snow Leopard Optimization for High-dimensional Feature Selection Problems. Sensors. 2024. 24. 22. 1-30 (On-line)
  • Jia Guo, Zhou Yan, Yuji Sato, Qiankun Zuo. Salmon salar optimization: a novel natural inspired metaheuristic method for Deep-Sea Probe Design for Unconventional Subsea Oil Wells Authors. J. Mar. Sci. Eng. 2024. 12. 10. 1-24 (On-line)
  • Jia Guo, Zhou Yan, Binghua Shi, Yuji Sato. A Slow Failure Particle Swarm Optimization Long Short-Term Memory for Significant Wave Height Prediction. J. Mar. Sci. Eng. 2024. 12. 8. 1-24 (On-line)
more...
MISC (4):
Patents (41):
  • 消込処理装置等
  • 不揮発性半導体記憶装置および情報配信システムにおける情報管理方法
  • NONVOLATILE SEMICONDUCTOR MEMORY AND METHOD FOR MANAGING INFORMATION IN INFORMATION DISTRIBUTION SYSTEM,
  • 不揮発性半導体記憶装置および情報配信システムにおける情報管理方法
  • 並列マシン
more...
Books (8):
  • "Acceleration of Genetic Algorithms for Sudoku Solution on Many-core Processors", Massively Parallel Evolutionary Computation on GPGPUs (Natural Computing Series), S. Tsutsui and P. Collet (Eds.)
    Springer 2014
  • "Acceleration of Genetic Algorithms for Sudoku Solution on Many-core Processors", Massively Parallel Evolutionary Computation on GPGPUs (Natural Computing Series), S. Tsutsui and P. Collet (Eds.)
    Springer 2014 ISBN:9783642379581
  • "EC Application in Speech Processing - Voice Quality Conversion Using Interactive Evolution of Prosodic Control", Evolutionary Computation, Wellington Pinheiro dos Santos (Ed.)
    I-Tech Education and Publishing 2009
  • "EC Application in Speech Processing - Voice Quality Conversion Using Interactive Evolution of Prosodic Control", Evolutionary Computation, Wellington Pinheiro dos Santos (Ed.)
    I-Tech Education and Publishing 2009 ISBN:9789533070087
  • "Event-driven Hybrid Classifier Systems and Online Learning for Soccer Game Strategies", Soccer Robotics, Pedro Lima (Ed.)
    I-Tech Education and Publishing 2007
more...
Lectures and oral presentations  (52):
  • 相互性を有する多目的最適化問題のためのNSGA-IIの初期解について
    (第26回進化計算学会研究会 2024)
  • 多目的最適化アルゴリズムNSGA-II における指向性を持つ並列分散処理方式
    (第23回情報科学フォーラム(FIT2024) 2024)
  • 多目的最適化アルゴリズムNSGA-II における指向性を持つ並列分散処理方式
    (第23回情報科学フォーラム(FIT2024) 2024)
  • 進化計算ライブラリpymoo を用いた仮想グローバルベスト法に基づくMOPSO/D の並列化実装
    (第25回進化計算学会研究会 2024)
  • 指向性を持たせた目的空間分割方式を用いた分散NSGA-IIの提案
    (第24回進化計算学会研究会 2023)
more...
Education (1):
  • - 1981 The University of Tokyo Faculty of Engineering 物理工学科
Professional career (1):
  • Ph.D. (The University of Tokyo)
Work history (7):
  • 2002/04 - 現在 情報科学研究科開設に伴う文部科学省の教員資格審査において、Dマル合取得。情報科学研究科兼担教授(現在に至る)
  • 2001/04 - 現在 法政大学情報科学部 教授(「遺伝的アルゴリズム」、[ニューラルネットワーク]、「プログラミング基礎」ほか担当)
  • 2021/10 - 2022/03 広島大学 大学院先進理工系科学研究科 客員教授
  • 2007/09 - 2008/08 イリノイ大学アーバナシャンペーン校客員研究員
  • 2000/04 - 2001/03 法政大学情報科学部 助教授
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Committee career (37):
  • 2024/12 - 2024/12 The 1st International Symposium on Software Fault Prevention, Verification, and Validation (SFPVV 2024) Program Committee
  • 2024/07 - 2024/07 The 2024 IEEE World Congress on Computational Intelligence (WCCI 2024) WCCI2024 Online Presentation(Zoom) Session Chair
  • 2024/06 - 2024/07 The 2024 IEEE World Congress on Computational Intelligence (WCCI 2024) Technical Program Committee Member
  • 2023/09 - 2023/09 第24回進化計算学会研究会 コメンテータ
  • 2023/07 - 2023/07 The 14th International Conference on Swarm Intelligence (ICSI'2023) Program Committee
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Awards (7):
  • 2020/01 - The 25th International Symposium on Artificial Life and Robotics The 2020 AROB Young Author Award(責任著者) Multi-agent reinforcement learning with different parameter configurations using agent durability
  • 2017/01 - The 22nd International Symposium on Artificial Life and Robotics The 2017 AROB Young Author Award(責任著者) Modified Bare Bones Particle Swarm Optimization with Separate Exploration
  • 2015/03 - The 2015 Highly Commended Award for International Journal of Intelligent Computing and Cybernetics Parallelization and Sustainability of Distributed Genetic Algorithms on Many-core Processors
  • 1997/12 - 日立製作所事業所技術賞1等
  • 1986/12 - 日立製作所事業所ソフト賞特別賞
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Association Membership(s) (7):
IEEE Senior Member ,  進化計算学会 ,  ACM SIGEVO (Special Interest Group for Genetic and Evolutionary Computation) ,  IEEE Computational Intelligence Society ,  IEEE Computer Society ,  情報処理学会 ,  ISGEC (International Society for Genetic and Evolutionary Computation)
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