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Interactive decision making for large scale multiobjective multi-level systems in a fuzzy environment

Research Project

Project/Area Number 11680448
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 社会システム工学
Research InstitutionHIROSHIMA UNIVERSITY

Principal Investigator

SAKAWA Masatoshi  Hiroshima University, Ggraduate School of Engineering, Professor, 大学院・工学研究科, 教授 (70093507)

Co-Investigator(Kenkyū-buntansha) KATO Kasuke  Hiroshima University, Ggraduate School of Engineering, Assistant, 大学院・工学研究科, 助手 (00263731)
NISHIZAKI Ichiro  Hiroshima University, Ggraduate School of Engineering, Associate Professor, 大学院・工学研究科, 助教授 (80231504)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2001: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2000: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1999: ¥900,000 (Direct Cost: ¥900,000)
Keywordsfuzzy systems / large scale systems / multiobiective systems / multi-level systems / interactive decision making / fuzzy programming / multiobiective programming / genetic algorithms / 多目的システム / ファジィ計画法 / 多目的計画法
Research Abstract

To derive rational and convincible solutions to practical decision making problems in complex and hierarchical human organizations, the decision making problems are formulated as mathematical programming problems and they are solved by using optimization techniques corresponding to forms of the formulated mathematical programming problems. Especially, for resolving conflict in decision making in hierarchical managerial or public organizations, formulation of multi-level mathematical programming problems has been often employed.
In this research, we dealt with two-level or multi-level mathematical programming problems in fuzzy and/or multiobjective environments and propose computational methods for deriving mutual cooperative solutions (satisfactory solutions) to the problems. By considering the necessity for cooperative fuzzy decision making in the multi-level programming, interactive fuzzy programming methods for multilevel linear, linear fractional, discrete, and nonlinear programming … More problems are presented in fuzzy and/or multiobjective environments. The research program consisted of the following four parts:
1. We investigated interactive fuzzy decision making for multi-level linear programming problems in a fuzzy environment.
2. We developed interactive fuzzy decision making for multi-level linear fractional programming problems in a fuzzy environment with applications to production and assignment problems in manufacturing companies.
3. We investigated interactive fuzzy decision making for multi-level 0-1 programming problems in a fuzzy environment with applications to transportation planning and work force assignment problems in manufacturing companies.
4. We developed interactive fuzzy decision making for multi-level nonconvex nonlinear programming problems in a fuzzy environment.
We have published the obtained results of the above research program in domestic and international journals of the related fields and have also presented several papers in international conferences in 1999-2001. Moreover we intend to contribute some papers to domestic and international journals, and the related research works that we have been continuing presented in the book entitled "Large Scale Interactive Fuzzy Multiobjective Programming" as is shown in the References of this report. Less

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (41 results)

All Other

All Publications (41 results)

  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level 0-1 programming problems through genetic algorithms"European Journal of Operational Research. 114・3. 580-588 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 坂和 正敏: "ファジィパラメータを含む2レベル非凸非線形計画問題に対する遺伝的アルゴリズムによる対話型ファジイ計画法"日本ファジィ学会誌. 11・4. 658-666 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level linear programming problems with fuzzy parameters"Fuzzy Sets and Systems. 109・1. 3-19 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for two-level linear fractional programming problems with fuzzy parameters"Fuzzy Sets and Systems. 115・1. 93-103 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multiobjective two-level linear programming problems with partial information of preference"International Journal of Fuzzy Systems. 2・2. 79-86 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for two-level linear factional probramming problems"Fuzzy Sets and Systems. 119・1. 31-40 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level 0-1 programming problems with fuzzy parameters through genetic algorithms"Fuzzy Sets and Systems. 117・1. 95-111 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multiobjective two-level linear fractional probramming problems with partial information of preference"International Journal of Fuzzy Systems. 3・3. 452-461 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for decentralized two-level linear probramming problems"Fuzzy Sets and Systems. 125・3. 301-315 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Large Scale Interactive Fuzzy Multiobjective Programming"Physica-Verlag. 1-217 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level 0-1 programming problems through genetic algorithms"European Journal of Operational Research. 114-3. 580-588 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fiizzy programming tor two-level linear fractional programming problems with fuzzy parameters"Journal of Japan Society for Fuzzy Theory and Systems. 11-4. 658-666 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level linear programming problems with fuzzy parameters"Fuzzy Sets and Systems. 109-1. 3-19 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming tor two-level linear fractional programming problems with fuzzy parameters"Fuzzy Sets and Systems. 115-1. 93-103 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multiobjective two-level linear fractional programming problems with partial information of preference"International Journal of Fuzzy Systems. 2-2. 79-86 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for two-level linear fractional programming problems"Fuzzy Sets and Systems. 119-1. 31-40 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level 0-1 problems with fuzzy parameters through genetic algorithms"Fuzzy Sets and Systems. 117-1. 95-111 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multiobjective two-level linear fractional programming problems with partial inform|tion of preference"International Journal of Fuzzy Systems. 3-3. 452-461 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming tor decentralized two-level linear programming problems"Fuzzy Sets and Systems. 125-3. 301-315 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "Large Scale Interactive Fuzzy Multiobjective Programming"Physica-Verlag, Heidelberg. 1-217 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Masatoshi Sakawa: "An interactive fuzzy satisficing method for multiobjective nonconvex programming problems with fuzzy numbers through coevolutionary genetic algorithms"IEEE Transactions on Systems, Man, and Cybernetics, Part B : Cybernetics. 31・3. 459-467 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for multi-level 0-1 programming problems with fuzzy parameters through genetic algorithms"Fuzzy Sets and Systems. 117・1. 95-111 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Masatoshi Sakawa: "Fuzzy programming and profoi and cost allocation for a production and transportation problem"European Journal of Operational Research. 131・1. 1-15 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 西崎一郎: "選好に関する部分情報を有する多目的2レベル線形計画問題に対するStackelberg解"電子情報通信学会論文誌. J84-A・9. 1140-1147 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 坂和正敏: "多目的2レベル線形計画問題に対する選好に関する部分的情報を利用した対話型ファジィ計画法"日本ファジィ学会誌. 13・3. 292-301 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Masatoshi Sakawa: "Interactive fuzzy programming for decentralized two-level linear programming problems"Fuzzy Sets and Systems. 125・3. 301-315 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Masatoshi Sakawa: "Genetic Algorithms and Fuzzy Multiobjective Optimization"Kluwer Academic Publishers. 288 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 坂和正敏: "多重レベル非凸非線形計画問題に対する遺伝的アルゴリズムによる対話型ファジィ計画法"日本ファジィ学会誌. 12・2. 304-312 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 坂和正敏: "生産・人員割当2レベル線形分数計画問題に対する対話型ファジィ計画法の適用-事例研究-"日本ファジィ学会誌. 12・3. 395-405 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 西崎一郎: "遺伝的アルゴリズムを用いた2レベル線形計画問題のStackelberg解の計算"電子情報通信学会論文誌. J83-A・7. 868-874 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 坂和正敏: "多次元整数ナップサック問題に対する2重構造文字列遺伝的アルゴリズム"日本ファジィ学会誌. 12・4. 562-569 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Sakawa: "Interactive fuzzy programming for two-level linear fractional programming problems with fuzzy parameters"Fuzzy Sets and Systems. 115・1. 93-103 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Sakawa: "Interactive fuzzy programming for multi-level 0-1 programming problems with fuzzy parameters through genetic algorithms"Fuzzy Sets and Systems. 117・1. 95-111 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Sakawa: "Large Scale Interactive Fuzzy Multiobjective Programming"Physica-Verlag. 217 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 坂和正敏: "離散システムの最適化<一目的から多目的へ>"森北出版. 199 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M. Sakawa: "Efficiency of decomposition method for structured multiobjective linear programming problems with fuzzy numbers"Cybernetics and Systems. 30・6. 551-570 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 坂和正敏: "2重構造文字列表現を用いた遺伝的アルゴリズムによる一般の0-1計画問題に対する近似解法"電子情報通信学会論文誌. J82-A・7. 1066-1073 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 坂和正敏: "ファジィパラメータを含む2レベル非凸非線形計画問題に対する遺伝的アルゴリズムによる対話型ファジィ計画法"日本ファジィ学会誌. 11・4. 658-666 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M. Sakawa: "Interactive fuzzy programming for cooperate two-level linear fractional programming problems with multiple decision makers"International Journal of Fuzzy Systems. 1・1. 48-59 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M. Sakawa: "Interactive fuzzy programming for multi-level linear programming problems with fuzzy parameters"Fuzzy Sets and Systems. 109・1. 3-19 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] M. Sakawa: "An interactive fuzzy satisficing method for multiobjective block angular linear programming problems with fuzzy parameters"Fuzzy Sets and Systems. 111・1. 55-69 (2000)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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