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Development of soft solution techniques based on particle swarm optimization for complex systems optimization problems

Research Project

Project/Area Number 18510127
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionHiroshima University

Principal Investigator

KATO Kosuke  Hiroshima University, 大学院・工学研究科, 准教授 (00263731)

Research Collaborator MATSUI Takeshi  広島大学, 大学院・工学研究科, 助教 (50512505)
Project Period (FY) 2006 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥2,260,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥360,000)
Fiscal Year 2008: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2006: ¥700,000 (Direct Cost: ¥700,000)
Keywords生物群最適化 / 非線形計画 / 多目的計画 / 離散最適化 / 生物群最適化手法 / 非線形0-1計画問題 / 局所探索 / 多目的非凸非線形計画問題 / パレート最適解 / 非線形計画問題 / 制約条件
Research Abstract

本研究では, ますます複雑化・多様化する現代社会におけるシステム最適化問題に対して, 近年注目されている生物群最適化に基づいて, 高速性, 正確性および頑健性をあわせもつソフトソリューション技術の開発を行った. 具体的には, 従来の生物群最適化手法の改良を行うとともに, 多目的計画問題や離散最適化問題への拡張を行った. さらに, ロボットの最大跳躍問題や現実の空調プラントの運転計画問題への応用も行った。

Report

(4 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (34 results)

All 2009 2008 2007 2006

All Journal Article (10 results) (of which Peer Reviewed: 8 results) Presentation (22 results) Book (2 results)

  • [Journal Article] Particle swarm optimization for interactive fuzzy multiobjective nonlinear programming2008

    • Author(s)
      Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Takeshi Uno, Koichi Tamada
    • Journal Title

      Scientiae Mathematicae Japonicae 68

      Pages: 1-13

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 非線形計画問題に対する Particle Swarm Optimization に基づく近似解法2008

    • Author(s)
      加藤浩介, 松井猛, 坂和正敏, 森原憲治
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 20

      Pages: 399-409

    • NAID

      110006782102

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 生物群最適化に基づくシリアルリンクロボットの跳躍高最大化2008

    • Author(s)
      松井猛, 加藤浩介, 坂和正敏, 宇野剛史,東森充, 金子真
    • Journal Title

      日本ロボット学会誌 26

      Pages: 41-48

    • NAID

      10020124456

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 非線形計画問題に対するParticle Swarm Optimizationに基づく近似解法2008

    • Author(s)
      加藤浩介
    • Journal Title

      知能と情報(日本知能情報ファジィ学会誌) 20・3

      Pages: 399-409

    • NAID

      110006782102

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Particle swarm optimization for interactive fuzzy multiobjective nonlinear programming2008

    • Author(s)
      Takeshi Matsui
    • Journal Title

      Scientiae Mathematicae Japonicae 6 8・1

      Pages: 103-115

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 生物群最適化に基づくシリアルリンクロボットの跳躍高最大化2008

    • Author(s)
      松井猛
    • Journal Title

      日本ロボット学会誌 26

      Pages: 41-48

    • NAID

      10020124456

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Particle swarm optimization for jump height maximization of a serial link robot2007

    • Author(s)
      Takeshi Matsui, Masatoshi Sakawa, Takeshi Uno, Kosuke Kato, Mitsuru Higashimori, Makoto Kaneko
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 11

      Pages: 956-963

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Particle swarm optimization for jump height maximization of a serial link robot2007

    • Author(s)
      Takeshi Matsui
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics 11

      Pages: 956-963

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Particle Swarm Optimization Based Heuristics for Nonlinear Programming Problems2007

    • Author(s)
      Takeshi Matsui
    • Journal Title

      Proceedings of International MultiConference of Engineers and Computer Scientists 2007

      Pages: 2312-2317

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Jumping pattern optimization for a serial link robot through soft computing technique2006

    • Author(s)
      Takeshi Matsui
    • Journal Title

      Proceedings of Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems

      Pages: 1514-1518

    • NAID

      130004672378

    • Related Report
      2006 Annual Research Report
  • [Presentation] 生物群最適化に基づく非線形0-1計画法2009

    • Author(s)
      松井猛他
    • Organizer
      第24回ファジィシステムシンポジウム2008
    • Place of Presentation
      阪南大学(松原市)
    • Year and Date
      2009-09-04
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle swarm optimization combining diversification and intensification for nonlinear integer programming problems2008

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      4th International Workshop on Computational Intelligence & Applications (IWCIA2008)
    • Place of Presentation
      広島大学(東広島市)
    • Year and Date
      2008-12-10
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle swarm optimization combining diversificatioa and intensification for nonlinear integer programming problems2008

    • Author(s)
      Takeshi Matsui
    • Organizer
      4th International Workshop on Computational Intelligence & Applications (IWCIA2008)
    • Place of Presentation
      広島大学, 東広島
    • Year and Date
      2008-12-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] Particle swarm optimization for nonlinear 0-1 programming problems2008

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)
    • Place of Presentation
      Suntec Singapore International Convention and Exhibition Centre (Singapore)
    • Year and Date
      2008-10-13
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle swarm optimization for nonlinear 0-1 programming problems2008

    • Author(s)
      Takeshi Matsui
    • Organizer
      2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)
    • Place of Presentation
      Suntec Singapore International Convention and Exhibition Centre, Singpore
    • Year and Date
      2008-10-13
    • Related Report
      2008 Annual Research Report
  • [Presentation] An interactive fuzzy satisficing method through multiobjective particle swarm optimization with external archives2008

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      Joint 4^<th> International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems,
    • Place of Presentation
      名古屋大学(名古屋市)
    • Year and Date
      2008-09-19
    • Related Report
      2008 Final Research Report
  • [Presentation] An interactive fuzzy satisficing method through multiobjective particle swarm optimization with external archives2008

    • Author(s)
      Takeshi Matsui
    • Organizer
      Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems
    • Place of Presentation
      名古屋大学, 名古屋市
    • Year and Date
      2008-09-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] Particle swarm optimization using memory structures for nonlinear 0-1 programming problems2008

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      11^<th> Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      東北大学(仙台市)
    • Year and Date
      2008-09-16
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle swarm optimization using memory structures for nonlinear 0-1programming problems2008

    • Author(s)
      Takeshi Matsui
    • Organizer
      11th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      東北大学, 仙台市
    • Year and Date
      2008-09-16
    • Related Report
      2008 Annual Research Report
  • [Presentation] 生物群最適化に基づく非線形0-1計画法2008

    • Author(s)
      松井猛
    • Organizer
      第24回ファジィシステムシンポジウム2008
    • Place of Presentation
      阪南大学, 松原市
    • Year and Date
      2008-09-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] 生物群最適化に基づく非線形整数計画法2008

    • Author(s)
      松井猛他
    • Organizer
      第23回ファジィシステムシンポジウム2007
    • Place of Presentation
      名城大学(名古屋市)
    • Year and Date
      2008-08-29
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle swarm optimization for nonlinear integer programming problems2008

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      International MultiConference of Engineers and Computer Scientists 2008
    • Place of Presentation
      Regal Kowloon Hotel (Hong Kong)
    • Year and Date
      2008-03-21
    • Related Report
      2008 Final Research Report
  • [Presentation] Particle swarm optimization for nonlinear integer programming problems2008

    • Author(s)
      Takeshi Matsui
    • Organizer
      International Multi Conference of Engineers and Computer Scientists 2008
    • Place of Presentation
      Regal Kowloon Hotel, Hong Kong
    • Year and Date
      2008-03-21
    • Related Report
      2007 Annual Research Report
  • [Presentation] An interactive fuzzy satisficing method for multiobjective operation planning in district heating and cooling plants through particle swarm optimization2007

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      13th Asia Pacific Management Conference
    • Place of Presentation
      Monash University (Melbourne)
    • Year and Date
      2007-11-19
    • Related Report
      2008 Final Research Report
  • [Presentation] An interactive fuzzy satisficing method for multiobjective operation planning in district heating and cooling plants through particle swarm optimization2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      13th Asia Pacific Management Conference
    • Place of Presentation
      Monash University, Melbourne
    • Year and Date
      2007-11-19
    • Related Report
      2007 Annual Research Report
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization with Pareto based approaches to multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      10th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      University of Ostrava (Czech Republic)
    • Year and Date
      2007-09-17
    • Related Report
      2008 Final Research Report
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization with Pareto based approaches to multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      10th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      University of Ostrava, Liblice, Czech Republic
    • Year and Date
      2007-09-17
    • Related Report
      2007 Annual Research Report
  • [Presentation] 生物群最適化に基づく非線形整数計画法2007

    • Author(s)
      松井 猛
    • Organizer
      第23回ファジィシステムシンポジウム2007
    • Place of Presentation
      名城大学,名古屋
    • Year and Date
      2007-08-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization for multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hilton Hawaiian Village, Honolulu (USA)
    • Year and Date
      2007-04-02
    • Related Report
      2008 Final Research Report
  • [Presentation] An interactive fuzzy satisficing method through particle swarm optimization for multiobjective nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui
    • Organizer
      2007 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making
    • Place of Presentation
      Hilton Hawaiian Village, Honolulu
    • Year and Date
      2007-04-02
    • Related Report
      2007 Annual Research Report
  • [Presentation] Particle swarm optimization based heuristics for nonlinear programming problems2007

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      International MultiConference of Engineers and Computer Scientists
    • Place of Presentation
      Regal Kowloon Hotel (Hong Kong)
    • Year and Date
      2007-03-21
    • Related Report
      2008 Final Research Report
  • [Presentation] Jumping pattern optimization for a serial link robot through soft computing technique2006

    • Author(s)
      Takeshi Matsui et.al.
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems
    • Place of Presentation
      東京工業大学(東京都)
    • Year and Date
      2006-09-22
    • Related Report
      2008 Final Research Report
  • [Book] Particle Swarm Optimization2009

    • Author(s)
      Takeshi Matsui et.al.
    • Publisher
      InTech Education and Publishing
    • Related Report
      2008 Final Research Report
  • [Book] Advances in Industrial Engineering and Operations Research2008

    • Author(s)
      Takeshi Matsui et.al.
    • Publisher
      Springer
    • Related Report
      2008 Final Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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