Business Decision Models under Uncertainty

• Project/Area Number: 18700224
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Yokohama National University (2007-2008); Kagawa University (2006)
• Principal Investigator: GUO Peijun Yokohama National University, 経営学部, 准教授 (60325313)
• Project Period (FY): 2006 – 2008
• Project Status: Completed (Fiscal Year 2008)
• Budget Amount: ¥2,960,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥360,000); Fiscal Year 2008: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2007: ¥900,000 (Direct Cost: ¥900,000); Fiscal Year 2006: ¥500,000 (Direct Cost: ¥500,000)
• Keywords: 可能性回帰分析 / 可能性分布 / 一回限りの意思決定問題 / 焦点自然状態 / 区間確率 / ラフ集合 / 内的競争因子 / 外的競争因子 / 顕著度 / ファジイDEA / 可能性理論 / 可能性意思決定法則 / ファジィDEA / データマイニング / 満足度 / 上界可能性モデル / 下界可能性モデル / データマイニングシステム

Research Abstract

平成18年度から20年度までの間に主な研究成果が以下のようになる。
(1)可能性区間回帰モデルの提案と分析
(2)不確実性下の一回限りの意思決定問題において、新しい意思決定フレームワークの構築・分析と応用
(3)区間確率の同定・結合及び意思決定モデルの構築と応用
(4)ラフ集合に基づくデータマイニングシステムの構築・応用及び内的競争因子、外的競争因子、顕著度に基づくIF-THENルールの簡略化手法の提案と応用
(5)ファジイDEAモデルの提案と応用

Research Products

• [Journal Article] Rough-set based data mining system and Its application(In Japanese) (2009)
  • Author(s): P. Guo
  • Journal Title: Journal of the Japan Society for Management Information 18 Pages: 1-15
  • Peer Reviewed
• [Journal Article] Fuzzy data envelopment analysis and its application to location problems (2009)
  • Author(s): P. Guo
  • Journal Title: Information Sciences 179 Pages: 820-829
  • Peer Reviewed
• [Journal Article] Decision Making under Uncertainty by Possibilistic Linear Programming Problems (2009)
  • Author(s): P. Guo
  • Journal Title: Computational Intelligence in Complex Decision Systems(D. Ruan (Ed.))(Atlantis Press, Paris, France)
  • Peer Reviewed
• [Journal Article] ラフ集合を用いたデータマイニングシステムの開発と応用 (2009)
  • Author(s): 郭沛俊
  • Journal Title: 経営情報学会誌 18 Pages: 1-15
  • NAID: 40016724229
  • Peer Reviewed
• [Journal Article] Decision making under uncertainty by possibilistic linear programming problems (2009)
  • Author(s): P. Guo
  • Journal Title: Computational Intelligence in Complex Decision Systems", D. Ruan (Ed.), Atlantis Press, Paris (To Appear)
  • Peer Reviewed
• [Journal Article] Decision Making Based on Fuzzy Data Envelopment Analysis (2008)
  • Author(s): P. Guo and H. Tanaka
  • Journal Title: Intelligent Decision and Policy Making Support Systems(D. Ruan, F. Hardeman, K. v. d. Meer (Eds.))(Springer-Verlag) Pages: 45-66
  • Peer Reviewed
• [Journal Article] Decision Making Based on Fuzzy Data Envelopment Analysis (2008)
  • Author(s): P. Guo
  • Journal Title: "Intelligent Decision and Policy Making Support Systems", D. Ruan, F. Hardeman, K. v. d. Meer(Eds.), Springer-Verlag Pages: 45-66
  • Peer Reviewed
• [Journal Article] One-Shot Decision with Possibilistic information (2008)
  • Author(s): P. Guo
  • Journal Title: Theoretical Advances and Applications of Fuzzy Logic and Soft Computing Series: Advances in Soft Computing, Kacprzyk, J., et. al. (Eds.) 42 Pages: 303-313
  • Peer Reviewed
• [Journal Article] One-Shot Decision with Possibilistic information (2007)
  • Author(s): P. Guo
  • Journal Title: Theoretical Advances and Applications of Fuzzy Logic and Soft Computing Series: Advances in Soft Computing(Castillo, O.; Melin, P.; Montiel Ross, O.; Sepulveda Cruz, R.; Pedrycz, W.; Kacprzyk, J. (Eds.))(Springer) 42 Pages: 303-313
  • Peer Reviewed
• [Journal Article] ラフ集合理論によるデータマイニングシステムの開発 (2007)
  • Author(s): 郭 沛俊
  • Journal Title: 香川大学経済論叢 79・4 Pages: 109-129
  • NAID: 110006426390
• [Journal Article] Simplifying If-Then Rules from Decision Table with Remarkable Degrees (2007)
  • Author(s): P.Guo
  • Journal Title: Proceedings of International Symposium on Management Engineering 2007
• [Journal Article] Dual models for possibilistic regression analysis (2006)
  • Author(s): P. Guo and H. Tanaka
  • Journal Title: Computational Statistics and Data Analysis 51 Pages: 253-266
  • Peer Reviewed
• [Journal Article] ラフ集合理論によるデータマイニングシステムの開発 (2006)
  • Author(s): 郭沛俊
  • Journal Title: 香川大学経済論叢 Vol.79, No.4 Pages: 109-129
  • NAID: 110006426390
• [Journal Article] 高齢者社会における高齢者生活満足度分析 (2006)
  • Author(s): 郭沛俊
  • Journal Title: 香川大学経済論叢 Vol.79, No. 3 Pages: 159-188
  • NAID: 110006426383
• [Journal Article] デイサービスの経営分析について (2006)
  • Author(s): 郭沛俊, 捻金恭子
  • Journal Title: 香川大学経済論叢 Vol.79, No.2 Pages: 177-202
  • NAID: 110006426375
• [Journal Article] Dual models for possibilistic regression analysis (2006)
  • Author(s): P.Guo, H.Tanaka
  • Journal Title: Computational Statistics and Data Analysis 51 Pages: 253-266
• [Journal Article] デイサービスの経営分析について (2006)
  • Author(s): 郭 沛俊
  • Journal Title: 香川大学経済論叢 79・2 Pages: 177-202
  • NAID: 110006426375
• [Journal Article] 高齢者社会における高齢者生活満足度分析 (2006)
  • Author(s): 郭 沛俊
  • Journal Title: 香川大学経済論叢 79・3 Pages: 159-188
  • NAID: 110006426383
• [Journal Article] Rough sets-based approach for analyzing Japanese enterprise features (2006)
  • Author(s): P.Guo
  • Journal Title: Proceedings of International Symposium on Computational Intelligence and Industrial Applications Pages: 233-236
• [Presentation] Possibilistic models for newsvendor problem (2009)
  • Author(s): P. Guo Y. Matsui
  • Organizer: Asia Pacific Conference on Information Management
  • Place of Presentation: Peking, China
• [Presentation] Newsvendor Problems with Interval Probabilities(Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management, pp. 969-973) (2008)
  • Author(s): P. Guo and H. Tanaka
  • Organizer: IEEE International Conference on Industrial Engineering and Engineering Management
  • Place of Presentation: Singapore
• [Presentation] Simplifying rough set-based if-then rules with remarkable degree(Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, pp. 953-956) (2008)
  • Author(s): P. Guo
  • Organizer: 3rd International Conference on Intelligent System and Knowledge Engineering
  • Place of Presentation: Xiamen, China
• [Presentation] Decision-Making with Interval Probabilities(Proceedings of IEEE International Conference on Systems, Man and Cybernetics, pp. 1743-1747) (2008)
  • Author(s): P. Guo and H. Tanaka
  • Organizer: IEEE International Conference on Systems, Man and Cybernetics
  • Place of Presentation: Singapore
• [Presentation] Newsvendor Problems with Possibilistic Demand(The proceedings of Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (SCIS & ISIS), pp. 1317-1322) (2008)
  • Author(s): P. Guo and Y. Matsui
  • Organizer: Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (SCIS & ISIS)
  • Place of Presentation: Nagoya, Japan
• [Presentation] Simplifying rough set-based if-then rules with remarkable degree (2008)
  • Author(s): P. Guo
  • Organizer: The 3rd International Conference on Intelligent System and Knowledge Engineering
  • Place of Presentation: Xiamen, China
• [Presentation] Decision-making with interval probabilities (2008)
  • Author(s): P. Guo and H. Tanaka
  • Organizer: 2008 IEEE International Conference on Systems, Man and Cybernetics
  • Place of Presentation: Singapore
• [Presentation] Newsvendor problems with interval probabilities (2008)
  • Author(s): P. Guo and H. Tanaka
  • Organizer: 2008 IEEE International Conference on Industrial Engineering and Engineering Management
  • Place of Presentation: Singapore
• [Presentation] Newsvendor problems with possibilistic demand (2008)
  • Author(s): P. Guo and Y. Matsui
  • Organizer: Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems
  • Place of Presentation: Nagoya
• [Presentation] On Decision Criteria for One-Shot Decision with Possibilistic Information(Proceeding of IEEE International Conference on Industrial Engineering and Engineering Management, pp. 129-132) (2007)
  • Author(s): P. Guo
  • Organizer: IEEE International Conference on Industrial Engineering and Engineering Management
  • Place of Presentation: Singapore
• [Presentation] Possibilistic Decision-Making Approaches(Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering, pp. 684-688) (2007)
  • Author(s): P. Guo
  • Organizer: 2007 International Conference on Intelligent Systems and Knowledge Engineering
  • Place of Presentation: Chengdu, China
• [Presentation] Interval Regression Analysis and Its Application(ISI invited paper (IPM30: Interval and Imprecise Data Analysis), Bulletin of the International Statistical Institute, Proceedings of the 56th Session, 8 pages) (2007)
  • Author(s): P. Guo and H. Tanaka
  • Organizer: 56th Session
  • Place of Presentation: Lisbon, Portugal
• [Presentation] Simplifying If-Then Rules from Decision Table with Remarkable Degrees(Proceedings of International Symposium on Management Engineering, (T06)1-4) (2007)
  • Author(s): P. Guo
  • Organizer: International Symposium on Management Engineering
  • Place of Presentation: Kitakyushu, Japan
• [Presentation] On Decision Criteria for One-Shot Decision with Possibilistic Information (2007)
  • Author(s): P. Guo
  • Organizer: 2007 IEEE International Conference on Industrial Engineering and Engineering Management
  • Place of Presentation: Singapore
• [Presentation] Interval Regression Analysis and Its Application(The invited paper) (2007)
  • Author(s): P. Guo
  • Organizer: The 56th Session of the ISI(International Statistical Institute)
  • Place of Presentation: Lisbon, Portugal
• [Presentation] Possibilistic Decision-Making Approaches (2007)
  • Author(s): P. Guo
  • Organizer: 2007 International Conference on Intelligent Systems and Knowledge Engineering
  • Place of Presentation: Chengdu, China
• [Presentation] Rough sets-based approach for analyzing Japanese enterprise features(Proceedings of International Symposium on Computational Intelligence and Industrial Applications, pp. 233-236) (2006)
  • Author(s): P. Guo
  • Organizer: International Symposium on Computational Intelligence and Industrial Applications
  • Place of Presentation: Guangzhou, China
• [Presentation] Decision analysis based on possibility theory(Proceedings of the International Symposium on Management Engineering 2006, Page R45(4 pages)) (2006)
  • Author(s): P. Guo
  • Organizer: International Symposium on Management Engineering 2006
  • Place of Presentation: Kitakyushu, Japan