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J-GLOBAL ID:201001060433150548   Update date: Jul. 25, 2024

Sato Yuji

サトウ ユウジ | Sato Yuji
Affiliation and department:
Job title: Professor
Research field  (2): Intelligent informatics ,  Soft computing
Research keywords  (16): Pwarm Intelligence ,  Artificial Life ,  Soft Computing ,  Computational Intelligence ,  Intelligent Computing ,  Genetic Algorithms ,  Evolutionary Computation ,  Machine Learning ,  人工生命 ,  ソフトコンピューティング ,  計算知能 ,  知的計算 ,  遺伝的アルゴリズム ,  進化計算 ,  機械学習 ,  進化的計算
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 (198):
  • Xinyuan Zhu, Yuji Sato, Mikiko Sato. Optimal Zone Breadth for Parallel and Distributed MOEA/D with Virtual Overlap Zone and Exclusively Evaluated Mating. Proceedings of the 2024 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO-2024) Companion. 2024. 395-398
  • Mitsuhiko Uchida, Mikiko Sato, Yuji Sato. Implementation of Parallel MOPSO/D using Virtual Global Best method in Python. Proceedings of the IEEE WCCI2024 Workshop on Computational Intelligence Applications. 2024. 13-14
  • Jia Guo, Jiacheng Li, Yuji Sato, Zhou Yan. A Gated Recurrent Unit Model with Fibonacci Attenuation Particle Swarm Optimization for Carbon Emission Prediction. Processes. 2024. 12. 6. 1-14 (On-line)
  • Jia Guo, Hao Yuan, Binghua Shi, Xiaofeng Zheng, Ziteng Zhang, Hongyan Li, Yuji Sato. A novel breast cancer image classification model based on multiscale texture feature analysis and dynamic learning. Scientific Reports. 2024. 14. 7216. 1-13 (On-line)
  • Xinyuan Zhu, Yuji Sato, Mads Midtlyng, Mikiko Sato, and Jia Guo. Parallel and Distributed MOEA/D with Virtual Overlapping Zone and Exclusively Evaluated Mating. Lecture Notes in Electrical Engineering, Vol. 1145 (Proceedings of the 15th International Conference on Genetic and Evolutionary Computing (ICGEC-2023)). 2024. 1145. 159-170
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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
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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
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Lectures and oral presentations  (38):
  • 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)
  • Parallel Distributed Acceleration of MOEA/D Using Virtual Overlapping Method
    (FAN2023 2023)
  • 多目的最適化ライブラリPymoo を用いた分散NSGA-II 評価環境の構築
    (第23回進化計算学会研究会 2023)
  • Transformer を活用したGAN による手振れ補正モデルの検討
    (情報処理学会第85回全国大会 2023)
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Education (1):
  • - 1981 The University of Tokyo Faculty of Engineering 物理工学科
Professional career (1):
  • 博士(工学) (東京大学)
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 (36):
  • 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
  • 2023/07 - 2023/07 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO 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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