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Multi-criteria evaluation method for group decision making and applications

Research Project

Project/Area Number 25750125
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Social systems engineering/Safety system
Research InstitutionHiroshima University

Principal Investigator

Hayashida Tomohiro  広島大学, 工学(系)研究科(研究院), 准教授 (20432685)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
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)
Fiscal Year 2013: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords多属性効用分析 / 集団意思決定 / 農業政策 / 多属性意思決定
Outline of Final Research Achievements

We have developed a multi-criteria evaluation method for group decision problems based on multi-attribute utility theory (MAUT). In the existing method of MAUT, a decision maker is required to answer a complex question to quantitatively identify trade-off relations. However, by using our proposed method, such complex questions can be replaced with some questions which are easy to answer, and the most preferred alternative can be chosen. We applied the proposed method to a farming policy evaluation problem in Miyazaki Prefecture in Japan, and availability has been indicated. Additionally, some fundamental researches are executed for agent-based simulation to estimate the uncertainty in the future which would be included many group decision problems.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (23 results)

All 2016 2015 2014 2013

All Journal Article (8 results) (of which Peer Reviewed: 7 results,  Open Access: 1 results) Presentation (15 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] A core-allocation for a network restricted linear production game2016

    • Author(s)
      Ichiro Nishizaki, Tomohiro Hayashida and Yuki Shintomi
    • Journal Title

      Annals of Operations Research

      Volume: 238 Pages: 389-410

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Agent-based simulations for examining stability and efficiency of societies with respect to partnership structures2016

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki and Yoshifumi Uno
    • Journal Title

      Journal of Contemporary Management

      Volume: (accepted)

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] タブー探索を用いたリカレントニューラルネットワークの構造最適化2015

    • Author(s)
      林田 智弘, 西崎 一郎, 末宗 明恵
    • Journal Title

      知能と情報 (日本知能情報ファジィ学会誌)

      Volume: 27 Pages: 638-349

    • NAID

      130005086509

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] XCS with an internal action table for non-Markov environments2014

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki, and Keita Moriwake
    • Journal Title

      International Journal of Advanced Computer Science and Applications

      Volume: 5 Issue: 6 Pages: 162-172

    • DOI

      10.14569/ijacsa.2014.050626

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] エイリアス状態を含む部分可観測マルコフ決定過程のための内部メモリを用いたACSの開発2014

    • Author(s)
      林田 智弘, 西崎 一郎, 酒戸 亮典
    • Journal Title

      電子情報通信学会論文誌 A

      Volume: J97-A Pages: 593-603

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] ニューラルネットワークを用いた集団多属性効用分析2014

    • Author(s)
      西崎 一郎, 林田 智弘, 小笠原 祐輝
    • Journal Title

      システム制御情報学会論文誌

      Volume: 27 Pages: 434-442

    • NAID

      130004932442

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multiattribute Decision Analysis based on Strict Preference Relation2013

    • Author(s)
      西崎一郎, 林田智弘, 大見正和
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 26 Issue: 6 Pages: 202-210

    • DOI

      10.5687/iscie.26.202

    • NAID

      130003377980

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 多属性効用分析に基づく再生可能エネルギーを用いた農 業政策の評価と選定2013

    • Author(s)
      林田智弘, 西崎一郎, 上田良文
    • Journal Title

      広島大学大学院工学研究科研究報告

      Volume: 62

    • NAID

      120005347161

    • Related Report
      2013 Research-status Report
  • [Presentation] エージェント間のコミュニケーションを考慮した信頼ゲームにおける行動分析のためのシミュレーション2016

    • Author(s)
      長谷川 智治, 林田 智弘, 西崎 一郎, 関崎 真也
    • Organizer
      日本オペレーションズ・リサーチ学会・2016年春季研究発表会
    • Place of Presentation
      千葉県(慶應義塾大学)
    • Year and Date
      2016-03-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] リカレントニューラルネットワークを用いた時系列データ予測に基づく非線形特性を持つPID制御手法の提案2016

    • Author(s)
      林田 智弘, 山本 透, 西崎 一郎, 関崎 真也, 平塚 尚人, 木下 拓矢
    • Organizer
      平成28年電気学会全国大会
    • Place of Presentation
      宮城県(東北大学)
    • Year and Date
      2016-03-16
    • Related Report
      2015 Annual Research Report
  • [Presentation] エイリアス状態問題に対応するためのACSMの改良 -迷路問題における相対位置テーブルを用いた内部メモリの効率的利用-2015

    • Author(s)
      林田 智弘, 西崎 一郎, 関崎 真也, 武内 宏明
    • Organizer
      第8回コンピューテーショナル・インテリジェンス研究会
    • Place of Presentation
      広島県(県立広島大学)
    • Year and Date
      2015-12-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 信頼ゲームに関するエージェントベースシミュレーション2015

    • Author(s)
      長谷川 智治, 林田 智弘, 西崎 一郎, 関崎 真也
    • Organizer
      第 20 回日本知能情報ファジィ学会中国・四国支部大会
    • Place of Presentation
      広島県(広島市立大学)
    • Year and Date
      2015-12-12
    • Related Report
      2015 Annual Research Report
  • [Presentation] 電力市場における協力ゲームに関する基礎検討2015

    • Author(s)
      関崎 真也,西崎 一郎,林田 智弘
    • Organizer
      平成27年電気学会電力・エネルギー部門大会
    • Place of Presentation
      愛知県(名城大学)
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] Aggregation of preference information using neural networks in groupmultiattribute decision analysis2015

    • Author(s)
      Ichiro Nishizaki, Tomohiro Hayashida, Shinya Sekizaki
    • Organizer
      23rd International Conference on Multiple Criteria Decision Making
    • Place of Presentation
      Hamburg, Germany
    • Year and Date
      2015-08-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Behavioral Analysis of Human Subjects in Centipede Games Based on Agent-based Simulation2015

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki
    • Organizer
      23rd International Conference on Multiple Criteria Decision Making
    • Place of Presentation
      Hamburg, Germany
    • Year and Date
      2015-08-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 粒子群最適化手法を用いた社会ネットワーク形成に関するシミュレーション分析2015

    • Author(s)
      林田 智弘, 西崎 一郎, 関崎 真也, 古東 俊介
    • Organizer
      第 59 回システム制御情報学会研究発表講演会
    • Place of Presentation
      大阪府(中央電気倶楽部)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
  • [Presentation] Agent-based simulation for simultaneous uiltimatum games2014

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki and Koji Saiki
    • Organizer
      2014 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2014-10-05 – 2014-10-08
    • Related Report
      2014 Research-status Report
  • [Presentation] Aliased states discerning in POMDPs and improved anticipatory classifier system2014

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki and Ryosuke Sakato
    • Organizer
      The 18th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems
    • Place of Presentation
      Gdynia, Poland
    • Year and Date
      2014-09-15 – 2014-09-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 同時手番の最後通牒ゲームに関するシミュレーション分析2014

    • Author(s)
      林田 智弘, 西崎 一郎, 関崎 真也, 佐伯 幸治
    • Organizer
      日本オペレーションズ・リサーチ学会・2014年秋季研究発表会
    • Place of Presentation
      北海道科学大学(北海道札幌市)
    • Year and Date
      2014-08-27 – 2014-08-28
    • Related Report
      2014 Research-status Report
  • [Presentation] タブーサーチに基づくリカレントニューラルネットワークの構造最適化2014

    • Author(s)
      林田智弘, 西崎 一郎, 末宗 明恵,
    • Organizer
      第58回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都テルサ(京都府京都市)
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Research-status Report
  • [Presentation] Development of interactive support system using spreadsheet based on multiattribute utility analysis2013

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki and Mitsuhiro Imai
    • Organizer
      The 22nd In- ternational Conference on Multiple Criteria Decision Making (MCDM 2013)
    • Place of Presentation
      Malaga, Spain
    • Related Report
      2013 Research-status Report
  • [Presentation] Multiattribute utility analysis using strict preference relations elicited from a decision maker2013

    • Author(s)
      Ichiro Nishizaki, Tomohiro Hayashida and Masakazu Ohmi
    • Organizer
      The 22nd International Conference on Multiple Criteria Decision Making (MCDM 2013)
    • Place of Presentation
      Malaga, Spain
    • Related Report
      2013 Research-status Report
  • [Presentation] 多属性効用分析に基づくニューラルネットワークを用 いた集団意思決定手法2013

    • Author(s)
      小笠原祐輝, 西崎一郎, 林田智弘
    • Organizer
      第18回日本知能情報ファジィ学会中国・四国支部大会,第15回日本知能情報ファジィ学会九州支部学術講演会 合同大会
    • Place of Presentation
      山口県下関市
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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