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Interactive decision making methods for agricultural programming problems under uncertainty

Research Project

Project/Area Number 26350432
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

Yano Hitoshi  名古屋市立大学, 大学院人間文化研究科, 教授 (00166563)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2016: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords農業計画問題 / 確率計画法 / ファジィ計画法 / ファジィランダム変数 / 対話型手法 / 2人ゼロ和ゲーム / 満足解 / 多目的計画法 / 2レベル計画法 / 対話型アルゴリズム
Outline of Final Research Achievements

In general, when formulating real-world agricultural problems as multiobjective programming problems, we are often faced with the difficulty of handling uncertainty such as profit coefficients for the crops and/or water supply possible amount. To deal with such a difficulty, we consider several kinds of agricultural programming problems under uncertainty. Based on the chance constraint methods, we formulate multiobjective programming problems involving random variables, fuzzy numbers, and fuzzy random variables, and develop interactive algorithms to obtain a satisfactory solution of the decision maker. The proposed algorithms are applied to crop planning problems. On the other hand, to deal with water resource programming problems, we formulate multiobjective fuzzy random simple recourse programming problems, and develop an interactive algorithm to obtain a satisfactory solution of the decision maker. The proposed algorithms are applied to a rainfed agriculture planning problem.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report

Research Products

(30 results)

All 2017 2016 2015 2014 Other

All Journal Article (18 results) (of which Int'l Joint Research: 6 results,  Peer Reviewed: 17 results,  Open Access: 2 results) Presentation (2 results) (of which Int'l Joint Research: 1 results) Book (8 results) Remarks (2 results)

  • [Journal Article] 2レベル単純リコース問題の定式化と解の概念2017

    • Author(s)
      矢野均 西崎一郎
    • Journal Title

      電子情報通信学会論文誌

      Volume: J100-A Pages: 151-160

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 不確実状況下における多目的計画問題に対する意思決定手法2017

    • Author(s)
      矢野均
    • Journal Title

      オペレーションズ・リサーチ

      Volume: 62 Pages: 141-148

    • Related Report
      2016 Annual Research Report
  • [Journal Article] 多目的ファジィランダム単純リコース問題に対する対話型意思決定とその応用2017

    • Author(s)
      矢野均
    • Journal Title

      日本経営工学会論文誌

      Volume: 67 Pages: 295-302

    • NAID

      130005466156

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy stochastic multiobjective purchase and transportation planning for food retailing2017

    • Author(s)
      Masatoshi Sakawa, Hitoshi Yano, Ichiro Nishizaki
    • Journal Title

      International Journal of Operational Research

      Volume: 28 Pages: 367-391

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 複数のファジィ利得行列を持つ多目的2人ゼロ和ゲームに対するファジィアプローチ2016

    • Author(s)
      矢野均, 西崎一郎
    • Journal Title

      日本知能情報ファジィ学会論文誌

      Volume: 28 Pages: 756-763

    • NAID

      130005266513

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive Decision Making for Multiobjective Fuzzy Random Programming Problems with Simple Recourse through a Fractile Model2016

    • Author(s)
      Hitoshi Yano and Rongrong Zhang
    • Journal Title

      IAENG International Journal of Applied Mathematics

      Volume: 46 Pages: 1-9

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 多目的二人ゼロ和ゲームに対する対話型ファジーアプローチ2016

    • Author(s)
      矢野均, 西崎一郎
    • Journal Title

      電子情報通信学会論文誌

      Volume: J99-A Pages: 408-414

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive Fuzzy Approaches for Solving Multiobjective Two-Person Zero-Sum Games2016

    • Author(s)
      Hitoshi Yano and Ichiro Nishizaki
    • Journal Title

      Applied Mathematics

      Volume: 7 Pages: 387-398

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Interactive Decision Making for Multiobjective Fuzzy Random Simple Recourse Programming Problems and Its Application to Rainfed Agriculture in Philippines2016

    • Author(s)
      Hitoshi Yano and Rongrong Zhang
    • Journal Title

      Proceedings of the International MultiConference of Engineers and Computer Scientists

      Volume: 2 Pages: 912-917

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Fuzzy decision making for multiobjective stochastic programming problems2015

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Fuzzy Sets and Systems

      Volume: 未定

    • DOI

      10.1016/j.fss.2015.08.018

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] ファジィランダム単純リコース問題の定式化2015

    • Author(s)
      矢野均
    • Journal Title

      日本知能情報ファジィ学会論文誌

      Volume: 27 Pages: 695-699

    • NAID

      130005098467

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multiobjective programming problems involving fuzzy coefficients, random variable coefficients, and fuzzy random variable coefficients2015

    • Author(s)
      Hitoshi Yano
    • Journal Title

      International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

      Volume: 23 Pages: 483-504

    • NAID

      40020647293

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 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アルゴリズムと農業計画問題への応用2015

    • Author(s)
      矢野均
    • Journal Title

      日本経営システム学会誌

      Volume: 31 Pages: 259-269

    • NAID

      40020396766

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A linear programming based interactive method for multiobjective programming problems involving fuzzy coefficients and random variable coefficients2014

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems

      Volume: 1 Pages: 23-28

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multiobjective Fuzzy Random Linear Programming Problems with Based on Coefficients of Variation2014

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

      IAENG International Journal of Applied Mathematics

      Volume: 44 Pages: 137-143

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Interactive decision making for fuzzy random multiobjective linear programming problems with variance covariance matrices through fractile optimization2014

    • Author(s)
      Hitoshi Yano
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 18 Pages: 383-390

    • NAID

      130007673165

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [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
      2014 Research-status 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 Pages: 51-69

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] Interactive Decision Making for Multiobjective Fuzzy Random Simple Recourse Programming Problems and Its Application to Rainfed Agriculture in Philippines2016

    • Author(s)
      Hitoshi Yano and Rongrong Zhang
    • Organizer
      The International MultiConference of Engineers and Computer Scientists 2016
    • Place of Presentation
      Hong Kong
    • Year and Date
      2016-03-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ファジィ係数・確率変数係数・ファジィランダム変数係数が混在する多目的計画問題に対する意思決定手法2014

    • Author(s)
      矢野均
    • Organizer
      第53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
      愛知工業大学経営学部
    • Year and Date
      2014-10-18 – 2014-10-19
    • Related Report
      2014 Research-status Report
  • [Book] IAENG Transactions on Engineering Technologies, Interactive Decision Making for Multiobjective Simple Recourse Programming Problems with Discrete or Continuous Fuzzy Random Variables2017

    • Author(s)
      Hitoshi Yano and Rongrong Zhang
    • Publisher
      Springer
    • Related Report
      2016 Annual Research Report
  • [Book] International Journal of Multicriteria Decision Making2016

    • Author(s)
      Hitoshi Yano
    • Total Pages
      283
    • Publisher
      CRC Press
    • Related Report
      2016 Annual Research Report
  • [Book] Multiobjective Fuzzy Random Linear Programming Problems Based on E-Model and V-Model2015

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Total Pages
      472
    • Publisher
      Springer, Transactions on Engineering Technologies, pp.113-126
    • Related Report
      2015 Research-status Report
  • [Book] 不確実状況下における多目的計画問題に対する意思決定手法2015

    • Author(s)
      矢野均
    • Total Pages
      428
    • Publisher
      丸善プラネット
    • Related Report
      2014 Research-status Report
  • [Book] Interactive Fuzzy Decision Making for Multiobjective Fuzzy Random Linear Programming Problems and Its Application to a Crop Planning Problem2015

    • Author(s)
      Hitoshi Yano and Masatoshi Sakawa
    • Total Pages
      333
    • Publisher
      Springer, Studies in Computational Intelligence, Vol. 577, pp.143-157
    • Related Report
      2014 Research-status Report
  • [Book] Random fuzzy multiobjective linear programming with variance covariance matrices2014

    • Author(s)
      Hitoshi Yano and Kota Matsui
    • Total Pages
      451
    • Publisher
      Springer, Transactions on Engineering Technology, pp.391-405
    • Related Report
      2014 Research-status Report
  • [Book] Mathematical equivalence of simple recourse and chance constraints in linear stochastic programming2014

    • Author(s)
      Masatoshi Sakawa, Hitoshi Yano, Ichiro Nishizaki
    • Total Pages
      151
    • Publisher
      Nova Science Publshers, Linear Programming: Theory, Algorithms and Applications (eds: Truma,Y.), pp.101-116
    • Related Report
      2014 Research-status Report
  • [Book] ものづくりに役立つ経営工学の事典2014

    • Author(s)
      矢野均
    • Total Pages
      383
    • Publisher
      朝倉書店, 8.31多目的最適化, pp.298-299
    • Related Report
      2014 Research-status Report
  • [Remarks] 名古屋市立大学研究者データベース(矢野均)

    • URL

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

    • Related Report
      2016 Annual Research Report
  • [Remarks] 名古屋市立大学研究者データベース 矢野均

    • URL

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

    • Related Report
      2015 Research-status Report 2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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