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Interactive decision making for hierarchical multiobjective fuzzy random programming problems

Research Project

Project/Area Number 23510176
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionNagoya City University

Principal Investigator

HITOSHI Yano  名古屋市立大学, 人文社会系研究科, 教授 (00166563)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords階層型多目的計画問題 / ファジィランダム変数 / パレート最適解 / 対話型意思決定 / 満足解 / 多目的計画法 / 農業計画問題 / 対話型手法 / 階層構造 / 多目的計画 / 対話型アルゴリズム / 多目的最適化 / ファジィランダム変数係数
Research Abstract

In this paper, we focus on multiobjective fuzzy random programming problems and hierarchical multiobjective fuzzy random programming problems, and propose four kinds of interactive fuzzy decision making methods to obtain a satisfactory solution of the decision maker(s). In the proposed methods, it is assumed that the decision maker(s) has(have) fuzzy goals for not only permissible objective levels of a probability maximization model but also permissible stochastic levels of a fractile criterion optimization model, and such fuzzy goals are quantified by eliciting the corresponding membership functions. The satisfactory solution is obtained on the basis of linear programming or convex programming technique.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (45 results)

All 2014 2013 2012 2011 Other

All Journal Article (21 results) (of which Peer Reviewed: 21 results) Presentation (7 results) Book (16 results) Remarks (1 results)

  • [Journal Article] Fuzzy decision making for fuzzy random multiobjective linear programming problems with variance covariance matrices2014

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Information Sciences

      Volume: 272 Pages: 111-125

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy programming for multiobjective fuzzy random linear programming problems through possibility-based probability maximization2014

    • Author(s)
      Hitoshi Yano and Masatoshi Sakawa
    • Journal Title

      Operational Research : An International Journal

      Volume: 14, 1 Pages: 51-69

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Hierarchical Multiobjective Fuzzy Random Linear Programming Problems2013

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Journal Title

      Procedia Computer Science

      Volume: 22 Pages: 162-171

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Random Fuzzy Multiobjective Linear Programming Through Probability Maximization and Its Application to Farm Planning2013

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Journal Title

      IAENG International Journal of Applied Mathematics

      Volume: 43, 2 Pages: 87-93

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Random Fuzzy Multiobjective Linear Programming Through Probability Maximization2013

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Journal Title

      Proceedings of International Conference of Engineers and Computer Scientist 2013

      Pages: 1135-1140

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive Fuzzy Decision Making for Hierarchical Multiobjective Stochastic Linear Programming Problems2012

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Proceedings of International Conference of Engineers and Computer Scientist 2012

      Pages: 1623-1628

    • Related Report
      2013 Final Research Report 2012 Research-status Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interactive Decision Making for Fuzzy Random Multiobjective Linear Programming Problems with Variance-Covariance Matrices Through Probability Maximization2012

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Proceedings of The 6th International Conference on Soft Computing and Intelligent Systems and 13th International Symposium on Advanced Intelligent Systems

      Pages: 965-970

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interactive multiobjective fuzzy random linear programming through fractile criteria2012

    • Author(s)
      Hitoshi Yano and Masatoshi Sakawa
    • Journal Title

      Advances in Fuzzy Systems

      Volume: Vol. 2012, ID:521080 Pages: 1-9

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Interactive Fuzzy Decision Making for Multiobjective Stochastic Linear Programming Problems with Variance-Covariance Matrices2012

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Proceedings of 2012 IEEE International Conference on Systems, Man, and Cybernetics

      Pages: 97-102

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interactive Fuzzy Decision Making for Multiobjective Fuzzy Random Linear Programming Problems2012

    • Author(s)
      Hitoshi Yano and Masatoshi Sakawa
    • Journal Title

      Proceedings of 4th International Joint Conference on Computational Intelligence

      Pages: 319-328

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 確率最大化モデルと満足基準最適化モデルを同時に考慮した多目的確率線形計画問題に対する対話型ファジィ意思決定2012

    • Author(s)
      矢野均
    • Journal Title

      日本経営工学会論文誌

      Volume: Vol. 63, No. 2 Pages: 50-62

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] ファジーランダム多目的確率線形計画問題に対する対話型ファジー意思決定手法2012

    • Author(s)
      矢野均
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol. J95-A, No. 6 Pages: 500-513

    • NAID

      110009457682

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Hierarchical Multiobjective Stochastic Linear Programming Problems Considering Both Probability Maximization and Fractile Optimization2012

    • Author(s)
      Hitoshi Yano
    • Journal Title

      IAENG International Journal of Applied Mathematics

      Volume: Vol. 42, No. 2 Pages: 91-98

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interactive multiobjective fuzzy random linear programming through fractile criteria2012

    • Author(s)
      Yano and Masatoshi Sakawa
    • Journal Title

      Advances in Fuzzy Systems, Hindawi Publishing Corp.

      Volume: 1

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] ファジィランダム多目的確率線形計画問題に対するファジィアプローチ2011

    • Author(s)
      矢野均
    • Journal Title

      日本オペレーションズ・リサーチ学会論文誌

      Volume: Vol. 54, No. 1 Pages: 25-142

    • NAID

      110008913795

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Approaches for Multiobjective Fuzzy Random Linear Programming Problems Through a Probability Maximization Model2011

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Journal Title

      Proceedings of International Conference of Engineers and Computer Scientist 2011

      Pages: 1349-1354

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 確率変数係数を含む階層型多目的線形計画問題に対する対話型意思決定2011

    • Author(s)
      矢野均
    • Journal Title

      日本経営システム学会誌

      Volume: Vol. 27, No. 3 Pages: 25-33

    • NAID

      130005035593

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Two Fuzzy Approaches for Multiobjective Stochastic Programming and Multiobjective Fuzzy Random Programming Through a Probability Maximization Model2011

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Journal Title

      IAENG International Journal of Computer Science

      Volume: Vol. 38, No. 3 Pages: 234-241

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 多目的確率線形計画問題に対するファジィアプローチ2011

    • Author(s)
      矢野均
    • Journal Title

      日本知能情報ファジィ学会

      Volume: Vol. 23, No. 3 Pages: 363-371

    • NAID

      10029133979

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fuzzy Approaches for Multiobjective Stochastic Linear Programming Problems Considering Both Probability Maximization and Fractile Optimization2011

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Proceedings of 2011 IEEE International Conference on Fuzzy Systems

      Pages: 1866-1873

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 確率変数係数を含む階層型多目的線形計画問題に対する満足基準最適化モデルに基づく対話型意思決定2011

    • Author(s)
      矢野均
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol. J94-A Pages: 568-576

    • NAID

      110008687306

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Presentation] ファジィ係数と確率変数係数が混在する多目的線形計画問題に対する対話型意思決定手法と農業計画問題への応用2013

    • Author(s)
      矢野均
    • Organizer
      第51回日本経営システム学会全国研究発表大会講演論文集
    • Place of Presentation
      広島経済大学(広島市)
    • Related Report
      2013 Final Research Report
  • [Presentation] ファジィ係数と確率変数係数が混在する多目的線形計画問題に対する対話型意思決定手法と農業計画問題への応用2013

    • Author(s)
      矢野均
    • Organizer
      第51回日本経営システム学会全国研究発表大会講演論文集
    • Place of Presentation
      広島経済大学(広島市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 階層型多目的確率線形計画問題に対するファジィ決定に基づく対話型満足化手法2012

    • Author(s)
      矢野均・松井孝太
    • Organizer
      平成24年度 RIMS 研究集会
    • Place of Presentation
      京都大学数理解析研究所(京都市)
    • Related Report
      2013 Final Research Report
  • [Presentation] ファジィランダム多目的確率線形計画問題に対する対話型ファジィ意思決定2012

    • Author(s)
      矢野均・松井孝太
    • Organizer
      第28回ファジィシステムシンポジウム
    • Place of Presentation
      名古屋工業大学
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] 階層型多目的確率線形計画問題に対するファジィ決定に基づく対話型満足化手法2012

    • Author(s)
      矢野均、松井孝太
    • Organizer
      平成24年度RIMS研究集会
    • Place of Presentation
      京都大学数理解析研究所
    • Related Report
      2012 Research-status Report
  • [Presentation] 確率最大化モデルと満足基準最適化モデルの特徴を組み込んだ多目的確率線形計画問題に対するファジィアプローチ2011

    • Author(s)
      矢野均
    • Organizer
      日本経営システム学会第47回全国研究発表大会講演論文集
    • Place of Presentation
      山梨学院大学
    • Related Report
      2013 Final Research Report
  • [Presentation] 確率最大化モデルと満足基準最適化モデルの特徴を組み込んだ多目的確率線形計画問題に対するファジィアプローチ2011

    • Author(s)
      矢野均
    • Organizer
      日本経営システム学会第47回全国研究発表大会
    • Place of Presentation
      山梨学院大学経営情報学部
    • Related Report
      2011 Research-status Report
  • [Book] Random fuzzy multiobjective linear programming with variance covariance matrices (Transactions on Engineering Technologies)2014

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Publisher
      Springer
    • Related Report
      2013 Final Research Report
  • [Book] Mathematical equivalence of simple recourse and chance constraints in linear stochastic programming (Linear Programming: Theory, Algorithms and Applications, eds. Y.Truma)2014

    • Author(s)
      Masatoshi Sakawa, Hitoshi, Yano and Ichiro Nishizaki
    • Publisher
      Nova Science Publishers
    • Related Report
      2013 Final Research Report
  • [Book] ものづくりに役立つ経営工学の事典, 8.31 多目的最適化2014

    • Author(s)
      矢野均
    • Publisher
      朝倉書店
    • Related Report
      2013 Final Research Report
  • [Book] Random fuzzy multiobjective linear programming with variance covariance matrices, pp.391-4052014

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Total Pages
      451
    • Publisher
      Springer (Transactions on Engineering Technologies)
    • Related Report
      2013 Annual Research Report
  • [Book] Mathematical equivalence of simple recourse and chance constraints in linear stochastic programming, pp.101-1162014

    • Author(s)
      Masatoshi Sakawa, Hitoshi, Yano and Ichiro Nishizaki
    • Total Pages
      151
    • Publisher
      Nova Science Publshers (Linear Programming: Theory, Algorithms and Applications, Ed.Y.Truma)
    • Related Report
      2013 Annual Research Report
  • [Book] ものづくりに役立つ経営工学の事典 (8.31多目的最適化, pp.298-299)2014

    • Author(s)
      矢野均
    • Total Pages
      383
    • Publisher
      朝倉書店
    • Related Report
      2013 Annual Research Report
  • [Book] Linear and Multiobjective Programming with Fuzzy Stochastic Extensions2013

    • Author(s)
      Masatoshi Sakawa, Hitoshi, Yano and Ichiro Nishizaki
    • Total Pages
      339
    • Publisher
      Springer
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Book] Hierarchical Multiobjective Stochastic Linear Programming Problems Through a Fractile Optimization Model Using Reference Membership Intervals (IAENG Transactions on Engineering Technologies)2013

    • Author(s)
      Hitoshi Yano
    • Publisher
      Springer
    • Related Report
      2013 Final Research Report
  • [Book] Hierarchical Multiobjective Stochastic Linear Programming Problems Through a Fractile Optimization Model Using Reference Membership Intervals, pp.105-1192013

    • Author(s)
      Hitoshi Yano
    • Total Pages
      384
    • Publisher
      Springer (IAENG Transactions on Engineering Technologies)
    • Related Report
      2013 Annual Research Report
  • [Book] An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Linear Programming Problems Considering Both Probability Maximization and Fractile Optimization (Intelligent Decision Technologies-Vol.1)2012

    • Author(s)
      Hitoshi Yano
    • Publisher
      Springer
    • Related Report
      2013 Final Research Report
  • [Book] Hierarchical Multiobjective Stochastic Linear Programming Problems Based on the Fuzzy Decision2012

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Publisher
      World Scientific
    • Related Report
      2013 Final Research Report
  • [Book] Intelligent Decision Technologies-Vol.1, An Interactive Fuzzy Satisficing Method for Multiobjective Stochastic Linear Programming Problems Considering Both Probability Maximization and Fractile Optimization, pp.119-1282012

    • Author(s)
      Hitoshi Yano
    • Total Pages
      539
    • Publisher
      Springer
    • Related Report
      2012 Research-status Report
  • [Book] IAENG Tansactions on Engineering Technologies Vol.7, Hierarchical Multiobjective Stochastic Linear Programming Problems Based on the Fuzzy Decision, pp.1-142012

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Total Pages
      413
    • Publisher
      World Scientific
    • Related Report
      2012 Research-status Report
  • [Book] 経営システム学への招待, (日本経営システム学会編)、10章5節(3)あいまい環境における多目的意思決定2011

    • Author(s)
      矢野均
    • Publisher
      日本評論社
    • Related Report
      2013 Final Research Report
  • [Book] 経営システム学への招待(日本経営システム学会編、10章5節(3)あいまい環境における多目的意思決定,pp.274-279)2011

    • Author(s)
      矢野均
    • Total Pages
      326
    • Publisher
      日本評論社
    • Related Report
      2011 Research-status Report
  • [Book] IAENG Transactions on Engineering Technologies Vol.7(Hierarchical Multiobjective Stochastic Linear Programming Problems Based on the Fuzzy Decision,pp.1-14)2011

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Total Pages
      413
    • Publisher
      World Scientific
    • Related Report
      2011 Research-status Report
  • [Remarks] 名古屋市立大学研究者データベース

    • URL

      https://nrd.nagoya-cu.ac.jp/profile/ja.Ty3GJ0BLoGRhwkIV6zDesA==.html

    • Related Report
      2012 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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