ファジィ確率的環境下における2レベル多目的配送計画問題

2011 年度 研究成果報告書

• 研究課題/領域番号: 22710145
• 研究種目: 若手研究(B)
• 配分区分: 補助金
• 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: 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): 2010 – 2011
• キーワード: ファジィ / 確率 / 2レベル / 多目的 / 配送計画

研究概要

配送計画においては,荷主と運送会社の間には意思決定レベルに関して階層構造が存在する一方で互いに協力関係にある場合も多い.本研究では,専門家・熟練者の知識に含まれる曖昧さ(ファジィ)と顧客需要などの確率的不確実性とが同時に存在する環境下において,荷主と運送会社が関心のある配送時間や平均稼動効率など複数の目的達成度に関する満足度バランスを考慮した適切な配送拠点と配送ルートを高速かつ高精度に導出する解法を開発した.

研究成果

• [雑誌論文] A multi-dimensionalization of competitive facility location problem (2011)
  • 著者名/発表者名: Takeshi Uno, Hideki Katagiri and Kosuke Kato
  • 雑誌名: International Journal ofInnovative Computing, Information andContr 巻: voi. 7no.5 ページ: 2593-2601
  • 査読あり
• [雑誌論文] Strict and efficient solution methodsfor robust programming problems withellipsoidal distributions underfuzziness (2011)
  • 著者名/発表者名: Takashi Hasuike and Hideki Katagiri
  • 雑誌名: International Journal ofKnowledge Engineering and Soft Data Paradigms 巻: voi. 3 no.1 ページ: 57-68
  • 査読あり
• [雑誌論文] Behavioral analysis in network formation using agent-based simulation systems (2011)
  • 著者名/発表者名: Tomohiro Hayashida, Ichiro Nishizaki, Hideki Katagiri and Rika Kambara
  • 雑誌名: International Journal of Knowledge Engineering and Soft Data Paradigms 巻: voi. 3no.3 ページ: 22-39
  • 査読あり
• [雑誌論文] An interactive fuzzy satisficing methodbased on fractile criterion optimization for multiobjective stochastic integer programming problems (2010)
  • 著者名/発表者名: Kosuke Kato, Masatoshi Sakawa, Hideki Katagiri and Cahit Perkgoz
  • 雑誌名: Expert Systems with Applications 巻: vol. 37no.8 ページ: 6012-6017
  • 査読あり
• [雑誌論文] Takeshi Matsui, Keiichi Ishimaru and Satoshi Ushiro, Long-term operation planning of district heating andcoo lingplants with contract violation penalties (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Hideki Katagiri, Takeshi Matsui, Keiichi Ishimaru and Satoshi Ushiro
  • 雑誌名: Scientiae Mathematicae Japonicae 巻: vol. 72 no.2 ページ: 185-194
  • 査読あり
• [雑誌論文] Interactive fuzzy programming based onfractile criterion optimization modelfor two-level stochastic linearprog ramming problems (2010)
  • 著者名/発表者名: Masatoshi Sakawa and Hideki Katagiri
  • 雑誌名: Cybernetics and Systems 巻: vol. 41no.7 ページ: 508-521
  • 査読あり
• [雑誌論文] Sensitivity analysis incorporating fuzzy evaluation for scaling constants of multiattribute utility functions (2010)
  • 著者名/発表者名: Ichiro Nishizaki, Hideki Katagiri and Tomohiro Hayashida
  • 雑誌名: Central European Journal of Operations Research 巻: vol. 18 no.3 ページ: 383-396
  • 査読あり
• [雑誌論文] An approximate solution method based on tabu search for k-minimum spanning tree problems (2010)
  • 著者名/発表者名: Hideki Katagiri, Tomohiro Hayashida, Ichiro Nishizaki and Jun Ishimatsu
  • 雑誌名: International Journal of Knowledge Engineering and Soft Data Paradigms 巻: vol. 2no.3 ページ: 263-274
  • 査読あり
• [雑誌論文] A facility location for fuzzy random demands in a competitive environment (2010)
  • 著者名/発表者名: Takeshi Uno, Hideki Katagiri, and Kosuke Kato
  • 雑誌名: IAENG International Journal of Applied Mathematics 巻: vol. 40no.3 ページ: 172-177
  • 査読あり
• [雑誌論文] Sensitivity analysis for random fuzzyportfolio selection model withinvestor' s subjectivity (2010)
  • 著者名/発表者名: Takashi Hasuike and Hideki Katagiri
  • 雑誌名: IAENG International Journal of Applied Mathematics 巻: vol. 40no.3 ページ: 185-189
  • 査読あり
• [雑誌論文] Development of solution algorithm andsen sitivity analysis for random fuzzy portfolio selection model (2010)
  • 著者名/発表者名: Takashi Hasuike and Hideki Katagiri
  • 雑誌名: IAENGT ransaction on Engineering Technologies 巻: vol. 5 ページ: 59-70
  • 査読あり
• [雑誌論文] Takeshi Matsui, Keiichi Ishimaru and Satoshi Ushiro, Heat load predictionin district heating and cooling systems through a recurrent neuralnet work with data characteristics (2010)
  • 著者名/発表者名: Masatoshi Sakawa, Hideki Katagiri
  • 雑誌名: Scientiae Mathematicae Japonicae 巻: Vol.e-2010 ページ: 449-464
  • 査読あり
• [雑誌論文] A Stackelberg solution for fuzzy random competitive location problems with demand site uncertainty
  • 著者名/発表者名: Takeshi Uno, Hideki Katagiri, Kosuke Kato
  • 雑誌名: International Journal of Intelligent Decision Technologies(accepted)
  • 査読あり
• [雑誌論文] A hybrid algorithm based on tabu search and ant colony optimization fork-minimum spanning tree problems
  • 著者名/発表者名: Hideki Katagiri, Tomohiro Hayashida, Ichiro Nishizaki, Qingqiang Guo
  • 雑誌名: Expert Systems with Applications(accepted)
  • 査読あり
• [学会発表] Stackelberg location on a tree network with fuzzy random quantities demanded (2012)
  • 著者名/発表者名: Takeshi Uno, Hideki Katagiri and Kosuke Kato
  • 学会等名: International MultiConference of Engineering and Computer Scientists 2011
  • 発表場所: Hong Kong, China
  • 年月日: 20120313-15
• [学会発表] IchiroNishizaki and Tomohiro Hayashida, Ahybrid algorithm based on me meticalgorithm and tabu search fork-minimum spanning tree problems (2012)
  • 著者名/発表者名: Qingqiang Guo, Hideki Katagiri
  • 学会等名: International MultiConference of Engineering and Computer Scientists 2012
  • 発表場所: Hong Kong, China
  • 年月日: 20120313-15
• [学会発表] Robust-based random fuzzy mean-variance model using afuzzy reasoning method (2012)
  • 著者名/発表者名: Takashi Hasuike, Hideki Katagiri and Hiroshi Tsuda
  • 学会等名: International MultiConference of Engineering and Computer Scientists 2012
  • 発表場所: Hong Kong, China
  • 年月日: 20120013-15
• [学会発表] Interactive decision making for ashortest path problem with intervalarc lengths (2011)
  • 著者名/発表者名: Takashi Hasuike and Hideki Katagiri
  • 学会等名: 2011 IEEE International Conference on Granular Computing(GrC2011)
  • 発表場所: Kaohsiung, Taiwan.
  • 年月日: 20111108-10
• [学会発表] Interactive multiobjective random fuzzy programming problems through the possibility-based fractile model (2011)
  • 著者名/発表者名: Hideki Katagiri, Masatoshi Sakawa and Takeshi Matsui
  • 学会等名: 2011 IEEE International Conference onSystems, Man, and Cybernetics
  • 発表場所: Anchorage, Alaska
  • 年月日: 20111009-12
• [学会発表] An interactive satisficing method for multiobjective random fuzzy programming problems through the possibility-based probability model (2011)
  • 学会等名: 2011 IEEE International Conference on Fuzzy Systems
  • 発表場所: Taipei, Taiwan
  • 年月日: 20110627-30
• [学会発表] A robust portfolio selection problem based on a confidence interval with investor' s subjectivity (2011)
  • 著者名/発表者名: Takashi Hasuike and Hideki Katagiri
  • 学会等名: 2011 IEEE International Conference on Fuzzy Systems
  • 発表場所: Taipei, Taiwan
  • 年月日: 20110627-30
• [学会発表] Risk management for fuzzy random MST problem based on conditional value-at-risk (2011)
  • 著者名/発表者名: Takashi Hasuike and Hideki Katagiri
  • 学会等名: 2011 International Conference on Information Science and Applications
  • 発表場所: JejuIsland, Korea
  • 年月日: 20110426-29
• [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 and 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: 20101208-12
• [学会発表] Takeshi Matsui, Hideki Katagiri, Ishimaru and Ushiro, Heat load prediction through recurrentneural network using particle swarmoptimization in district heating andcooling systems (2010)
  • 著者名/発表者名: Masatoshi Sakawa
  • 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: 20101208-12
• [学会発表] Ichiro Nishizaki, Tomohiro Hayashida and Takanori Kadoma, Multiobjective evolutionaryoptimization of training and topologyof recurrent neural networks fortime-series prediction (2010)
  • 著者名/発表者名: Hideki Katagiri
  • 学会等名: on Information Science and Applications
  • 発表場所: Seoul, Korea
  • 年月日: 20100421-23
• [図書] Advances in Intelligent Decision Technologies (2010)
  • 著者名/発表者名: Takeshi Uno, Hideki Katagiri and Kosuke Kato
  • 総ページ数: 581-588