ファジィランダム大規模多目的多重レベルシステムに対する対話型意思決定とその応用

2010 年度 研究成果報告書

• 研究課題/領域番号: 20310089
• 研究種目: 基盤研究(B)
• 配分区分: 補助金
• 応募区分: 一般
• 研究分野: 社会システム工学・安全システム
• 研究機関: 広島大学
• 研究代表者: 坂和 正敏 広島大学, 大学院・工学研究院, 教授 (70093507)
• 研究分担者: 加藤 浩介 広島工業大学, 情報学部, 准教授 (00263731) ; 片桐 英樹 広島大学, 大学院・工学研究院, 准教授 (40325147)
• 研究期間 (年度): 2008 – 2010
• キーワード: ファジィシステム / 多目的システム / 多重レベルシステム / 確率計画法

研究概要

本研究では,現実の意思決定状況における確率論的不確実性とファジィ論的曖昧性を考慮したファジィランダム大規模多目的多重レベル最適化問題の定式化を進め,上位レベルと下位レベルの意思決定者の間の対話をも考慮した対話型ファジィランダム大規模多目的多重レベル最適化手法の開発と対話型ソフトウェアを作成するとともに,本研究課題で得られる研究成果の有効性のみならず、実用性についての検討も試みた

研究成果

• [雑誌論文] Long-term operation planning of district heating and cooling plants considering contract violation penalties (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
  • 雑誌名: Scientiae Mathematicae Japonicae vol.72 ページ: 185-194
  • 査読あり
• [雑誌論文] An interactive fuzzy satisficing method for multiobjective operation planning of district heating and cooling plants considering contract violation penalties (2010)
  • 著者名/発表者名: Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
  • 雑誌名: IAENG International Journal of Applied Mathematics vol.40 ページ: 1-9
  • 査読あり
• [雑誌論文] Heat load predicition in district heating and cooling systems through a recurrent neural network with data characteristics (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
  • 雑誌名: Scinetiae Mathematicae Japonicae vol.e-2010 ページ: 449-464
  • 査読あり
• [雑誌論文] Non-linear integer programming based on particle swarm optimisation combining diversification and intensification (2010)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Koichi Matsumoto
  • 雑誌名: International Journal of Knowledge Engineering and Soft Data Paradigms vol.2 ページ: 251-262
  • 査読あり
• [雑誌論文] Interactive fuzzy programming based on fractile criterion optimization model for two-level stochastic linear programming problems (2010)
  • 著者名/発表者名: 坂和正敏, 片桐英樹
  • 雑誌名: Cybernetics and Systems vol.41 ページ: 508-521
  • 査読あり
• [雑誌論文] Computational methods for two-level 0-1 programming problems through distributed genetic algorithms (2010)
  • 著者名/発表者名: Keiichi Niwa, Tomohiro Hayashida, Masatoshi Sakawa
  • 雑誌名: Journal of elecommunications and Information Technology no.2010/2 ページ: 78-87
  • 査読あり
• [雑誌論文] フラットパネル製造工程におけるデュアルチャネルシステムに基づく高速非接触検査手法 (2010)
  • 著者名/発表者名: 羽森寛, 坂和正敏, 片桐英樹, 松井猛
  • 雑誌名: エレクトロニクス実装学会誌 vol.13 ページ: 562-568
  • 査読あり
• [雑誌論文] 多重レベル計画問題に対する対話型ファジィ計画法 (2009)
  • 著者名/発表者名: 坂和正敏, 西崎一郎
  • 雑誌名: 知能と情報(日本知能情報ファジィ学会誌) Vol.21 ページ: 1035-1043
  • 査読あり
• [雑誌論文] 大規模多重レベル多目的計画問題に対するファジーアプローチと環境管理計画問題への適用 (2009)
  • 著者名/発表者名: 矢野均, 坂和正敏
  • 雑誌名: 電子情報通信学会論文誌A Vol.J92-A ページ: 407-418
  • 査読あり
• [雑誌論文] Operation Planning of District Heating and Cooling Plants Considering, Contract Violation Penalties (2009)
  • 著者名/発表者名: Kosuke Kato, Masatoshi Sakawa, Keiichi Ishimaru, Satoshi Ushiro
  • 雑誌名: Journal of Advanced Computational Intelligence and Intelligent, Informatics Vol.13 ページ: 185-192
  • 査読あり
• [雑誌論文] Interactive Fuzzy Programming for Stochastic Two-level Linear Programming Problems through Probability Maximization (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Kosuke Kato
  • 雑誌名: IIASA Interim Report IR-09-013 ページ: 1-17
  • 査読あり
• [雑誌論文] An Interactive Fuzzy Satisficing Method for Multiobjective Nonlinear Integer Programming Problems with Block-angular Structures through Genetic Algorithms with Decomposition Procedures (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Kosuke Kato
  • 雑誌名: IIASA Interim Report IR-09-014 ページ: 1-16
  • 査読あり
• [雑誌論文] Interactive Fuzzy Random Two-level Linear Programming through Fractile Criterion Optimization (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Kosuke Kato
  • 雑誌名: IIASA Interim Report IR-09-020 ページ: 1-18
  • 査読あり
• [雑誌論文] Fuzzy Random Noncooperative Two-level Linear Programming through Absolute Deviation Minimization Using Possibility and Necessity (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Kosuke Kato
  • 雑誌名: IIASA Interim Report IR-09-021 ページ: 1-21
  • 査読あり
• [雑誌論文] Multi-objective reliability optimization for dissimilar-unit cold-standby systems using a genetic algorithm (2009)
  • 著者名/発表者名: Amir Azaron, Cahit Perkgoz, Hideki Katagiri, Kosuke Kato, Masatoshi Sakawa
  • 雑誌名: Computer & Operations Research Vol.36 ページ: 1562-1571
  • 査読あり
• [雑誌論文] Interactive fuzzy programming for multiobjective two-level nonlinear integer programming problems through genetic algorithms (2009)
  • 著者名/発表者名: Md.Abul Kalam Azad, Kosuke Kato, Hideki Katagiri, Takeshi Uno, Masatoshi Sakawa
  • 雑誌名: Scientiae Mathematicae Japonicae Vo.e-2009 ページ: 521-538
  • 査読あり
• [雑誌論文] A variance minimization model for fuzzy random minimum spanning tree problems Scientiae Mathematicae Japonicae (2009)
  • 著者名/発表者名: El Bekkaye Mermri, Hideki Katagiri, Masatoshi Sakawa, Hiroaki Ishii
  • 雑誌名: Vo.e-2009 ページ: 539-550
  • 査読あり
• [雑誌論文] 非線形計画問題に対するParticle Swarm Optimizationに基づく近似解法 (2008)
  • 著者名/発表者名: 加藤浩介, 松井猛, 坂和正敏, 森原憲治
  • 雑誌名: 知能と情報(日本知能情報ファジィ学会誌) vol.20 ページ: 399-409
  • 査読あり
• [雑誌論文] Particle swarm optimization for interactive fuzzy multiobjective nonlinear programming (2008)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Takeshi Uno, Koichi Tamada
  • 雑誌名: Scientiae Mathematicae Japonicae vol.68 ページ: 103-115
  • 査読あり
• [雑誌論文] 一般化Λ極点を用いた多重レベル多目的計画問題に対する対話型ファジィ意思決定と環境問題への適用 (2008)
  • 著者名/発表者名: 矢野均, 坂和正敏
  • 雑誌名: 日本経営工学会論文誌 vol.59 ページ: 231-242
  • 査読あり
• [雑誌論文] 2レベル確率線形計画問題に対する単純リコースモデルに基づく対話型ファジィ計画法 (2008)
  • 著者名/発表者名: 加藤浩介, 坂和正敏, 片桐英樹
  • 雑誌名: 知能と情報(日本知能情報ファジィ学会誌) vol.20 ページ: 944-951
  • 査読あり
• [雑誌論文] Interactive multiobjective fuzzy random linear programming : maximization of possibility and probability (2008)
  • 著者名/発表者名: Hideki Katagiri, Masatoshi Sakawa, Kosuke Kato, Ichiro Nishizaki
  • 雑誌名: European Journal of Operational Research vol.188 ページ: 530-539
  • 査読あり
• [学会発表] An Interactive Fuzzy Satis cing Method for Multiobjective Operation Planning of District Heating and Cooling Plants Considering Various Penalties for Violation of Contract (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Takeshi Matsui, Keiichi Ishimaru, Satoshi Ushiro
  • 学会等名: the International MultiConference of Engineers and Computer Scientists 2010
  • 発表場所: Hong Kong Cina
  • 年月日: 20100317-20100319
• [学会発表] Decentralized two-level 0-1 programming through distributed genetic algorithms (2010)
  • 著者名/発表者名: Keiichi Niwa, Tomohiro Hayashida, Masatoshi Sakawa, Yishen Yang
  • 学会等名: the International MultiConference of Engineers and Computer Scientists 2010
  • 発表場所: Hong Kong Cina
  • 年月日: 20100317-20100319
• [学会発表] Stackelberg solutions for fuzzy random two-level linear programming through level sets and expectation optimization (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui
  • 学会等名: Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
  • 発表場所: Okayama
  • 年月日: 2010-12-12
• [学会発表] Heat load predicition through recurrent neural network using particle swarm optimization in district heating and cooling systems (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Takeshi Matsui, Hideki Katagiri, Keiichi Ishimaru, Satoshi Ushiro
  • 学会等名: Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems
  • 発表場所: Okayama
  • 年月日: 2010-12-12
• [学会発表] An Interactive Fuzzy Satisficing Method for Fuzzy Random Multiobjective 0-1 Programming Problems through Probability Maximization Using Possibility (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Takehisa Hontani, Kosuke Kato, Takeshi Matsui
  • 学会等名: 5th International Workshop on COMPUTATIONAL INTELLIGENCE & APPLICATIONS 2009
  • 発表場所: Hiroshima
  • 年月日: 20091110-20091112
• [学会発表] An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Integer Programming Problems through Simple Recourse Model (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Atsushi Karino, Kosuke Kato, Takeshi Matsui
  • 学会等名: 5th International Workshop on COMPUTATIONAL INTELLIGENCE & APPLICATIONS 2009
  • 発表場所: Hiroshima
  • 年月日: 20091110-20091112
• [学会発表] Long-term Operation Planning of District Heating and Cooling Plants Considering Contract Violation Penalties (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Shimpei Matsuoka, Kosuke Kato, Keiichi Ishimaru, Satoshi Ushiro
  • 学会等名: 5th International Workshop on COMPUTATIONAL INTELLIGENCE & APPLICATIONS 2009
  • 発表場所: Hiroshima
  • 年月日: 20091110-20091112
• [学会発表] A Computational Method for Obtaining Stackelberg Solutions to Noncooperative Two-Level Programming Problems through Evolutionary Multi-Agent Systems (2009)
  • 著者名/発表者名: Kosuke Kato, Masatoshi Sakawa, Takeshi Matsui, Hidenori Ohtsuka
  • 学会等名: the Third KES International Symposium on Agent and Multi-Agent Systems : Technologies and Applications
  • 発表場所: Uppsala Sweden
  • 年月日: 20090603-20090605
• [学会発表] Particle Swarm Optimization Using the Decoding Algorithm for Nonlinear 0-1 Programming Problems (2009)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato
  • 学会等名: the Third KES International Symposium on Agent and Multi-Agent Systems : Technologies and Applications
  • 発表場所: Uppsala Sweden
  • 年月日: 20090603-20090605
• [学会発表] Stackelberg Solution to Two-Level Linear Programming Models of Food Retailers and Brokerages Problems (2009)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Ichiro Nishizaki, Kosuke Kato
  • 学会等名: International MultiConference of Engineers and Computer Scientists 2009
  • 発表場所: Hong Kong China
  • 年月日: 20090318-20090320
• [学会発表] Particle swarm optimization combining diversification and intensification for nonlinear integer programming problems (2008)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Koichi Matsumoto
  • 学会等名: 4th International Workshop on Computational Intelligence & Applications (IWCIA2008)
  • 発表場所: Hiroshima
  • 年月日: 2008-12-12
• [学会発表] Heat load prediction through recurrent neural network in district heating and cooling systems (2008)
  • 著者名/発表者名: Kosuke Kato, Masatoshi Sakawa, Keiichi Ishimaru, Satoshi Ushiro, Toshihiro Shibano
  • 学会等名: 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)
  • 発表場所: Suntec Singapore
  • 年月日: 2008-10-13
• [学会発表] Particle swarm optimization for nonlinear 0-1 programming problems (2008)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Takeshi Uno
  • 学会等名: 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)
  • 発表場所: Suntec Singapore
  • 年月日: 2008-10-13
• [学会発表] A fuzzy DEA model and its application to bank efficiency evaluation (2008)
  • 著者名/発表者名: Yoshiki Uemura, Kosuke Kato, Masatoshi Sakawa
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems
  • 発表場所: Nagoya
  • 年月日: 2008-09-19
• [学会発表] An interactive fuzzy satisficing method through multiobjective particle swarm optimization with external archives (2008)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato, Takeshi Uno, Koichi Tamada
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems
  • 発表場所: Nagoya
  • 年月日: 2008-09-19
• [学会発表] Interactive fuzzy programming based on variance minimization using genetic algorithm for two-level integer programming problems involving random variable coefficients (2008)
  • 著者名/発表者名: Kosuke Kato, Masatoshi Sakawa
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems
  • 発表場所: Nagoya
  • 年月日: 2008-09-19
• [学会発表] Operation planning of district heating and cooling plants considering various penalties for violation of contract (2008)
  • 著者名/発表者名: Kosuke Kato, Masatoshi Sakawa, Keiichi Ishimaru, Satoshi Ushiro
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems
  • 発表場所: Nagoya
  • 年月日: 2008-09-19
• [学会発表] Particle swarm optimization using memory structures for nonlinear 0-1 programming problems (2008)
  • 著者名/発表者名: Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato
  • 学会等名: the 11th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
  • 発表場所: Sendai
  • 年月日: 2008-09-16
• [図書] Fuzzy Stochastic Multiobjective Programming (2011)
  • 著者名/発表者名: Masatoshi Sakawa, Ichiro Nishizaki, Hideki Katagiri
  • 総ページ数: 264
  • 出版者: Springer
• [図書] Cooperative and Noncooperative Multi-Level Programming (2009)
  • 著者名/発表者名: Masatoshi Sakawa, Ichiro Nishizaki
  • 総ページ数: 250
  • 出版者: Springer