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The variety induced from incomplete data and thefoundation of systems optimization and decision support techniques based on modal concepts

Research Project

Project/Area Number 17310098
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

INUIGUCHI Masahiro  Osaka University, 大学院・基礎工学研究科, 教授 (60193570)

Project Period (FY) 2005 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥5,960,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥660,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2007: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2006: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2005: ¥2,200,000 (Direct Cost: ¥2,200,000)
Keywordsファジィ理論 / 数理計画法 / ラフ集合理論 / 区間解析 / データ解析 / 可能性理論 / DEA / 証拠理論 / ファジィ数理計画法 / ロバストネス / 必然性測度 / 包絡線解析(DEA) / Bipolarity / ラフ集合 / Imprecise決定表 / ルール抽出 / 最適性概念 / シンプレックス法 / 支配関係に基づくラフ集合 / 構造に基づく縮約 / ファジィラフ集合 / Benderの分解原理 / 支配関係 / 包絡分析法(DEA) / 可変精度ラフ集合 / 属性縮約 / 様相性
Research Abstract

本研究では, 不完全なデータの下での最適化, 評価, データ解析について研究した. 不明確な係数をもつ線形計画問題の新たな最適解やロバスト性を有する解の求解法につて提案した. 区間入出力データに基づく事業体の効率性評価について考察し, データの不明確性により効率性の質的解析が可能となるとともに, 効率度が定量的に求められることを示した. 評価が不明確なデータ表や属性値が序数的なデータ表などに対するラフ集合による解析法を提案した.

Report

(5 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (58 results)

All 2009 2008 2007 2006 2005 Other

All Journal Article (32 results) (of which Peer Reviewed: 17 results) Presentation (26 results)

  • [Journal Article] Variable-Precision Dominance-Based Rough Set Approach and Attribute Reduction2009

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      International Journal of Approximate Reasoning (in press)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rule Induction via Clustering Decision Classes2008

    • Author(s)
      Y. Kusunoki, M. Inuiguchi and J. Stefanowski
    • Journal Title

      International Jornal of Innovative Computing, Information and Control Vol.4, No.10

      Pages: 2663-2677

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Rule Induction via Clustering Decision Classes2008

    • Author(s)
      Yosifumi Kusunoki
    • Journal Title

      International Jornal of Innovative Computing, Information and Control 4

      Pages: 2663-2677

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rough Set Approach to Information Tables with Imprecise Decisions2008

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Rough Sets and Current Trends in Computing LNAI5306

      Pages: 121-130

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] SBM and Bipolar Models in Data Envelopment Analysis with Interval Data2008

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Modeling Decisions for Artificial Intelligence LNAI5285

      Pages: 98-109

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Comprehensive Study on Reducts in Dominance-Based Rough Set Approach2008

    • Author(s)
      Yosifumi Kusunoki
    • Journal Title

      Modeling Decisions for Artificial Intelligence LNAI5285

      Pages: 167-178

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Necessity Measure Optimization in Linear Programming Problems with Fuzzy Polytopes2007

    • Author(s)
      M. Inuiguchi
    • Journal Title

      Fuzzy Sets and Systems Vol.158

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Toward Monotonicty Analysis between Two Vague Concepts Based on Fuzzy Rough Sets, in : W. Takahashi and T. Tanaka (Eds.), Proceedings of the Fourth International Conference on Nonlinear Analysis and Convex Analysis2007

    • Author(s)
      M. Inuiguchi, S. Greco and R. Slowinski
    • Journal Title

      Yokohama Publishers

      Pages: 173-183

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Necessity Measure Optimization in Linear Programming Problems with Fuzzy Polytopes2007

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Fuzzy Sets and Systems 158

      Pages: 1882-1891

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Possibilistic/Fuzzy Optimization2007

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Foundations of Fuzzy Logic and Soft Computing LNAI4529

      Pages: 351-360

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Toward Monotonicty Analysis between Two Vague Concepts Based on Fuzzy Rough Sets2007

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      Proceedings of the Fourth International Conference on Nonlinear Analysis and Convex Analysis

      Pages: 173-183

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Necessity Measure Optimization Approach to Linear Programming Problems with Oblique Fuzzy Vectors2006

    • Author(s)
      M. Inuiguchi
    • Journal Title

      Kybernetika Vol.42, No.4

      Pages: 441-452

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interval Linear Regression Methods Based on Minkowski Difference : A Bridge between Traditional and Interval Linear Regression Models2006

    • Author(s)
      M. Inuiguchi and T. Tanino
    • Journal Title

      Kybernetika Vol.42, No.4

      Pages: 423-440

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Structure-Based Attribute Reduction in Variable Precision Rough Set Models2006

    • Author(s)
      M. Inuiguchi
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.10, No.5

      Pages: 657-665

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Attribute Reduction in Variable Precision Rough Set Model, International Journal of Uncertainty2006

    • Author(s)
      M. Inuiguchi
    • Journal Title

      Fuzziness and Knowledge-Based Systems Vol.14, No.4

      Pages: 461-479

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Attribute Reduction in Variable Precision Rough Set Model2006

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems Vol.14, No.4

      Pages: 461-479

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Interval Linear Regression Methods Based on Minkowski Difference : A Bridge between Traditional and Interval Linear Regression Models2006

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      Kybernetika Vol.42, No.4

      Pages: 423-440

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Necessity Measure Optimization Approach to Linear Programming Problems with Oblique Fuzzy Vectors2006

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      Kybernetika Vol.42, No.4

      Pages: 441-452

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Variable-Precision Dominance-Based Rough Set Approach2006

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      Rough Sets and Current Trends in Computing, Proceedings of 5th International Conference

      Pages: 203-212

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Attribute Importance in the Setting of Variable Precision Rough Sets2006

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      Proceedings of 2006 International Symposium on Nonlinear Theory and Its Applications

      Pages: 87-90

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Possibilistic Data Envelopment Analysis with Interval Data : Part 1, Various Efficiencies and Their Relations2006

    • Author(s)
      Masahiro INUIGUCHI
    • Journal Title

      Proceedings of SCIS & ISIS 2006

      Pages: 2293-2298

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Possibilistic Data Envelopment Analysis with Interval Data : Part 2, Efficiency Tests and Scores2006

    • Author(s)
      Fumiki MIZOSHITA
    • Journal Title

      Proceedings of SCIS & ISIS 2006

      Pages: 2293-2296

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Structured-Based Attribute Reduction in Variable Precision Rough Set Models2006

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics (to appear)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 斜交ファジィベクトルをもつ線形計画問題の必然性測度最適化, 数理解析研究所講究録 14612005

    • Author(s)
      乾口雅弘
    • Journal Title

      最適化数理の手法と実際

      Pages: 179-187

    • Related Report
      2008 Final Research Report
  • [Journal Article] Modus Ponens versus Modus Tollens Associated with Rough Gradual Decision Rules Induced from a Decision Table2005

    • Author(s)
      M. Inuiguchi, S. Greco and R. Slowinski
    • Journal Title

      International Journal of Hybrid Intelligent Systems Vol.2

      Pages: 311-326

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Modus ponens versus modus tollens associated with rough gradual decision rules induced from a decision table2005

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      International Journal of Hybrid Intelligent Systems Vol.2

      Pages: 311-326

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Structured-Based Approaches to Attribute Reduction in Variable Precision Rough Set Models2005

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Proceedings of 2005 IEEE International Conference on Granular Computing Vol.1

      Pages: 34-39

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Necessity Measure Optimization Algorithm for Linear Programming Problems with Oblique Fuzzy Vectors2005

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Proceedings of 8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty

      Pages: 55-64

    • Related Report
      2005 Annual Research Report
  • [Journal Article] LEM2-Based Rule Induction via Clustering Decision Classes2005

    • Author(s)
      Masahiro Inuiguchi
    • Journal Title

      Proceedings of 2005 IEEE International Conference on Systems, Man and Cybernetics

      Pages: 1138-1143

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 斜交ファジィベクトルをもつ線形計画問題の必然性測度最適化2005

    • Author(s)
      乾口雅弘
    • Journal Title

      数理解析研究所講究録 1461

      Pages: 179-187

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Unified Approach to Reducts in Dominance-based Rough Aet Approach

    • Author(s)
      Y. Kusunoki and M. Inuiguchi
    • Journal Title

      Soft Computing (to appear)

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Variable-Precision Dominance-Based Rough Set Approach and Attribute Reduction

    • Author(s)
      M. Inuiguchi, Y. Yoshioka, Y. Kusunoki
    • Journal Title

      International Journal of Approximate Reasoning(2009) (in press)

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Presentation] Fuzzy/possibilistic programming approaches in relations with MCDM, RMO, EMO and IMO2009

    • Author(s)
      M. Inuiguchi
    • Organizer
      Hybrid and Robust Approaches to Multiobjective Optimization
    • Place of Presentation
      Dagstuhl, Germany
    • Year and Date
      2009-01-18
    • Related Report
      2008 Final Research Report
  • [Presentation] Refinement of Attribute Reduction in the Classical Rough Sets toward Decision Analysis, Soft Computing for Knowledge Technology Workshop 20082008

    • Author(s)
      M. Inuiguchi, Y. Matsumoto
    • Organizer
      Pacific Rim International Conference on Artificial Intelligence (PRICAI)
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2008-12-16
    • Related Report
      2008 Final Research Report
  • [Presentation] Refinement of Attribute Reduction in the Classical Rough Sets toward Decision Analysis2008

    • Author(s)
      Masahiro Inuiguchi
    • Organizer
      Soft Computing for Knowledge Technology Work shop 2008 (PRICAI)
    • Place of Presentation
      ベトナム国ハノイ市
    • Year and Date
      2008-12-16
    • Related Report
      2008 Annual Research Report
  • [Presentation] A Comprehensive Study on Reducts in Dominance-Based Rough Set Approach2008

    • Author(s)
      Y. Kusunoki and M. Inuiguchi
    • Organizer
      5th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2008)
    • Place of Presentation
      Sabadell, Spain
    • Year and Date
      2008-10-31
    • Related Report
      2008 Final Research Report
  • [Presentation] SBM and Bipolar Models in Data Envelopment Analysis with Interval Data2008

    • Author(s)
      M. Inuiguchi and F. Mizoshita
    • Organizer
      5th International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2008)
    • Place of Presentation
      Sabadell, Spain
    • Year and Date
      2008-10-30
    • Related Report
      2008 Final Research Report
  • [Presentation] Rough Set Approach to Information Tables with Imprecise Decisions2008

    • Author(s)
      M. Inuiguchi and Bingjun Li
    • Organizer
      The 6th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2008)
    • Place of Presentation
      Akron, Ohio, USA
    • Year and Date
      2008-10-23
    • Related Report
      2008 Final Research Report
  • [Presentation] On Rule Induction in Consideration of Implications among Conclusions2008

    • Author(s)
      M. Inoue, Y. Kusunoki, M. Inuiguchi
    • Organizer
      Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2008)
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2008-09-19
    • Related Report
      2008 Final Research Report
  • [Presentation] On Rule Induction in Consideration of Implications among Conclusions2008

    • Author(s)
      Masanori Inoue
    • Organizer
      Joint Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      愛知県名古屋市
    • Year and Date
      2008-09-19
    • Related Report
      2008 Annual Research Report
  • [Presentation] Reexamination of Attribute Reduction and Importance in the Rough Set Theory2008

    • Author(s)
      M. Inuiguchi and Y. Matsumoto
    • Organizer
      The 11th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      Sendai, Japan
    • Year and Date
      2008-09-17
    • Related Report
      2008 Final Research Report
  • [Presentation] Reexamination of Attribute Reduction and Importance in the Rough Set Theory2008

    • Author(s)
      Masahiro Inuiguchi
    • Organizer
      The 11th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      宮城県仙台市
    • Year and Date
      2008-09-16
    • Related Report
      2008 Annual Research Report
  • [Presentation] Several Reducts in Dominance-Based Rough Set Approach2008

    • Author(s)
      M. Inuiguchi and Y. Yoshioka
    • Organizer
      International Workshop on Interval/Probabilistic Uncertainty and Non-classical Logics
    • Place of Presentation
      Ishikawa, Japan
    • Year and Date
      2008-03-26
    • Related Report
      2008 Final Research Report
  • [Presentation] Optimality Concepts in Linear Programs with Uncertain Objective Function Coefficients2007

    • Author(s)
      M. Inuiguchi
    • Organizer
      The 7th International Conference on Optimization : Techniques and Applications
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2007-12-13
    • Related Report
      2008 Final Research Report
  • [Presentation] Optimality Concepts in Linear Programs with Uncertain Objective Function Coefficients2007

    • Author(s)
      Masahiro Inuiguchi
    • Organizer
      7th International Conference on Optimization: Techniques and Applications
    • Place of Presentation
      兵庫県神戸市
    • Year and Date
      2007-12-12
    • Related Report
      2007 Annual Research Report
  • [Presentation] Linear Programming with Interactive Fuzzy Numbers2007

    • Author(s)
      M. Inuiguchi
    • Organizer
      40th Annual Convention of Operational Research Society of India
    • Place of Presentation
      Delhi, India
    • Year and Date
      2007-12-04
    • Related Report
      2008 Final Research Report
  • [Presentation] Rule Induction through Clustering Classes for Nominal and Numerical Data2007

    • Author(s)
      Y. Kusunoki and M. Inuiguchi
    • Organizer
      Second International Conference on Innovative Computing, Information and Control
    • Place of Presentation
      Kumamoto, Japan
    • Year and Date
      2007-09-06
    • Related Report
      2008 Final Research Report
  • [Presentation] Possibility and Necessity Indices for Comparison of Interactive Fuzzy Numbers and Their Applications to Fuzzy Optimization2007

    • Author(s)
      M. Inuiguchi
    • Organizer
      22nd European Conference on Operational Research
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2007-07-10
    • Related Report
      2008 Final Research Report
  • [Presentation] On Possibilistic/Fuzzy Optimization2007

    • Author(s)
      M. Inuiguchi
    • Organizer
      12th International Fuzzy Systems Association World Congress (IFSA 2007)
    • Place of Presentation
      Cancun, Mexico
    • Year and Date
      2007-06-20
    • Related Report
      2008 Final Research Report
  • [Presentation] Rule Induction Via Clustering Decision Classes2006

    • Author(s)
      Y. Kusunoki and M. Inuiguchi
    • Organizer
      5th International Conference on Rough Sets and Current Trends in Computing (RSCTC2006)
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2006-11-08
    • Related Report
      2008 Final Research Report
  • [Presentation] Variable-Precision Dominance-Based Rough Set Approach2006

    • Author(s)
      M. Inuiguchi and Y. Yoshioka
    • Organizer
      5th International Conference on Rough Sets and Current Trends in Computing (RSCTC2006)
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2006-11-08
    • Related Report
      2008 Final Research Report
  • [Presentation] Possibilistic Data Envelopment Analysis with Interval Data : Part 2, Efficiency Tests and Scores2006

    • Author(s)
      F. Mizoshita and M. Inuiguchi
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2006)
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2006-09-24
    • Related Report
      2008 Final Research Report
  • [Presentation] Possibilistic Data Envelopment Analysis with Interval Data : Part 1, Various Efficiencies and Their Relations2006

    • Author(s)
      M. Inuiguchi and F. Mizoshita
    • Organizer
      Joint 3rd International Conference on Soft Computing and Intelligent Systems and 7th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2006)
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2006-09-24
    • Related Report
      2008 Final Research Report
  • [Presentation] LEM2-Based Rule Induction via Clustering Decision Classes, 2005 IEEE International Conference on Systems2005

    • Author(s)
      M. Inuiguchi, M. Tsurumi, D. Fukuda and K. Yamanaka
    • Organizer
      Man and Cybernetics
    • Place of Presentation
      Waikoloa, Hawaii、USA
    • Year and Date
      2005-10-12
    • Related Report
      2008 Final Research Report
  • [Presentation] A Necessity Measure Optimization Algorithm for Linear Programming Problems with Oblique Fuzzy Vectors2005

    • Author(s)
      M. Inuiguchi
    • Organizer
      8th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty
    • Place of Presentation
      Trest, Czech Republic
    • Year and Date
      2005-09-19
    • Related Report
      2008 Final Research Report
  • [Presentation] Necessity Measure Optimization in Linear Programming with Oblique Fuzzy Vectors2005

    • Author(s)
      M. Inuiguchi
    • Organizer
      Eleventh International Fuzzy Systems Association World Congress
    • Place of Presentation
      Beijing, China
    • Year and Date
      2005-07-29
    • Related Report
      2008 Final Research Report
  • [Presentation] Structure-Based Approaches to Attribute Reduction in Variable Precision Rough Set Models2005

    • Author(s)
      M. Inuiguchi
    • Organizer
      2005 IEEE International Conference on Granular Computing
    • Place of Presentation
      Beijing, China
    • Year and Date
      2005-07-27
    • Related Report
      2008 Final Research Report
  • [Presentation] Several Approaches to Attribute Reduction in Variable Precision Rough Set Model2005

    • Author(s)
      M. Inuiguchi
    • Organizer
      Second International Conference on Modeling Decisions for Artificial Intelligence (MDAI 2005)
    • Place of Presentation
      Tsukuba, Japan
    • Year and Date
      2005-07-25
    • Related Report
      2008 Final Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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