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Solution and applications of multi-objective optimization problems with distributed multiple evaluators

Research Project

Project/Area Number 20560386
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionKyushu University

Principal Investigator

MURATA Junichi  Kyushu University, 大学院・システム情報科学研究院, 教授 (60190914)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2008: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Keywords多目的最適化 / 多基準意思決定 / 対話型手法 / 社会システム / 公共サービス / 多属性意思決定 / システム工学 / 多目的最適化問題 / 選好関数推定
Research Abstract

In this study a solution method was proposed for a class of multi-objective optimization problems which had not been addressed by the existing methods. When solving a multi-objective optimization problem where the decision maker finds the best alternative among a number of alternatives based on multiple evaluation criteria, the preference of the evaluator is necessary which indicates which criterion is more important than the others. The existing methods assume that the decision maker and the evaluator are the same person, while in reality there are problems where they are distinct persons. For this kind of problems, a method was developed which can properly estimate the evaluator's preference and find the solution based on it, and its validity was confirmed by application examples.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (8 results)

All 2010 2009 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (3 results) Remarks (2 results)

  • [Journal Article] Multiple-Attribute Decision Making with Estimation of Preferences of Multiple Evaluators2010

    • Author(s)
      J.Murata, M.Saruwatari, S.Hashikawa
    • Journal Title

      Proceedings of SICE Annual Conference 2010

      Pages: 1466-1471

    • Related Report
      2010 Annual Research Report 2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multiple-Attribute Decision Making with Interactive Estimation of User Preference2010

    • Author(s)
      J.Murata, K.Kitahara
    • Journal Title

      Proceedings of the Tenth IASTED International Conference on Artificial Intelligence and Applications

      Pages: 43-49

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multiple-Attribute Decision Making with Interactive Estimation of User Preference2010

    • Author(s)
      J.Murata, K.Kitahara
    • Journal Title

      Proceedings of the Tenth IASTED International Conference on Artificial Intelligence and Applications 1

      Pages: 43-49

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 多数の評価者の選好を考慮した多目的意思決定問題の対話型解法2010

    • Author(s)
      橋川聡士, 猿渡将人, 村田純一
    • Organizer
      計測自動制御学会システム・制御部門学術講演会2010
    • Place of Presentation
      京都市
    • Year and Date
      2010-11-25
    • Related Report
      2010 Final Research Report
  • [Presentation] 多数の評価者の選好を考慮した多目的意思決定問題の対話型解法2010

    • Author(s)
      橋川聡士, 猿渡将人, 村田純一
    • Organizer
      SICEシステム・制御部門学術講演会2010
    • Place of Presentation
      キャンパスプラザ京都(京都市)
    • Year and Date
      2010-11-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] 評価者と意思決定者が異なる場合の対話型多属性意思決定法2009

    • Author(s)
      村田純一, 北原憲太郎
    • Organizer
      計測自動制御学会システム・情報部門学術講演会2009
    • Place of Presentation
      横浜市
    • Year and Date
      2009-11-26
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Remarks] ホームページ等

    • URL

      http://cig.ees.kyushu-u.ac.jp/~murata/MADM.html

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://cig.ees.kyushu-u.ac.jp/~murata/MADM.html

    • Related Report
      2010 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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