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Game Theoretical Approach for Development of Optimization Methods for Dynamic Reconfigurable Supply Chains

Research Project

Project/Area Number 15H02971
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionOsaka University

Principal Investigator

NISHI TATSUSHI  大阪大学, 基礎工学研究科, 准教授 (10335581)

Co-Investigator(Kenkyū-buntansha) 谷水 義隆  大阪府立大学, 工学(系)研究科(研究院), 教授 (60275279)
貝原 俊也  神戸大学, システム情報学研究科, 教授 (70289114)
Research Collaborator KAIHARA TOSHIYA  神戸大学, システム情報学研究科, 教授 (70289114)
Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Fiscal Year 2017: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2016: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2015: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywordsサプライチェーン / ゲーム理論 / 最適化 / 生産システム / シュタッケルベルグ均衡 / 通信サプライチェーン / 多階層最適化 / 動的ゲーム / dynamic supply chain / game theory / multi-period planning / risky supplier / leadership structure / product family configuration / multi-period maximal covering location problem / transportation / システム最適化 / マルチエージェントシステム / 均衡解 / 最適化アルゴリズム / 動的主従関係構造 / 二部料金契約 / 数量割引 / 不確実需要
Outline of Final Research Achievements

We develop dynamically reconfigurable supply chain optimization methods that can dynamically change its software relationships among contractors, customers, and production plans in global supply chains to deal with uncertainty, risks, and unforeseen changes. The optimization methods based on game theoretical approach that takes into consideration the cooperative relationships and non-cooperative relationships of supply chain players are developed. The performance of the algorithm is evaluated under several parameter changes and under asymmetric information. Researchers of production systems, supply chains, and systems optimization shared common models, and the optimization methods are organized systematically by performing performance evaluation to build the foundation of optimization methods by game theoretical approach.

Academic Significance and Societal Importance of the Research Achievements

本研究成果は,環境変化に柔軟に対応できる動的サプライチェーンを実現するためのゲーム理論アプローチを用いた最適化手法を構成する基本アルゴリズムの基盤となり,ゲーム理論アプローチによる新しい最適化手法の有効性を実データにより示したという点で大きな意義を持つ. また, 動的サプライチェーンを最適化するために有用なゲーム理論アプローチにおける多階層最適化などの様々な最適化手法を構築した点で当分野の学術的進展に大きく貢献したといえる.

Report

(4 results)
  • 2018 Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (42 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (6 results) Journal Article (14 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 13 results,  Open Access: 5 results,  Acknowledgement Compliant: 4 results) Presentation (21 results) (of which Int'l Joint Research: 6 results) Remarks (1 results)

  • [Int'l Joint Research] University of Windsor(カナダ)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ハンブルグ大学(ドイツ)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] ウインザー大学(カナダ)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] 北京化工大学(中国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] ウインザー大学(カナダ)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] 北京化工大学(中国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Analysis of leadership structures for two-echelon supply chains involving multiple risky suppliers2018

    • Author(s)
      Takuya Tsuboi, Tatsushi Nishi, Guoqing Zhang
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 12 Issue: 3 Pages: JAMDSM0070-JAMDSM0070

    • DOI

      10.1299/jamdsm.2018jamdsm0070

    • NAID

      130007401956

    • ISSN
      1881-3054
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dynamic Reconfiguration of Leadership in Multi-Period Supply Chain Planning2018

    • Author(s)
      Tatsushi Nishi and Soh Sakurai
    • Journal Title

      Procedia CIRP

      Volume: Vol. 72 Pages: 515-519

    • DOI

      10.1016/j.procir.2018.03.248

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multi-period Maximal Covering Location Problem with Modular Facilities for Locating Emergency Facilities with Back-up Services2018

    • Author(s)
      Rogyayyeh Alizadeh and Tatsushi Nishi
    • Journal Title

      Proceedings of 2018 IEEE International Conference on Industrial Engineering and Engineering Management

      Volume: なし Pages: 76-79

    • DOI

      10.1109/ieem.2018.8607705

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of Reconfigurations for Multi-period Production Planning under Demand Uncertainty2017

    • Author(s)
      Tatsushi Nishi and Soh Sakura
    • Journal Title

      Procedia CIRP

      Volume: 63 Pages: 260-264

    • DOI

      10.1016/j.procir.2017.02.043

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Game Theoretical Analysis of Leadership Structure for Supply Chains Involving Risky Supplier2017

    • Author(s)
      Takuya Tsuboi and Tatsushi Nishi
    • Journal Title

      Proceedings of 2017 IEEE International Conference on System, Man, and Cybernetics 2017

      Volume: なし Pages: 2903-2908

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Integrated Optimization of Dynamic Product Family Configuration and Supply Chain Configuration2017

    • Author(s)
      Takuya Tsuboi, Tatsushi Nishi, Yoshitaka Tanimizu, Toshiya Kaihara
    • Journal Title

      Proceedings of the 8th Multidisciplinary International Conference on Scheduling : Theory and Applications (MISTA 2017), 05 - 08 Dec 2017, Kuala Lumpur, Malaysia

      Volume: なし Pages: 336-339

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Optimization of Multi-Period Bilevel Supply Chain Planning for Single Supplier and Single Retailer under Demand Uncertainty2017

    • Author(s)
      Okihiro Yoshida, Tatsushi Nishi
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 30 Issue: 3 Pages: 73-80

    • DOI

      10.5687/iscie.30.73

    • NAID

      130006890007

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Game Theoretic Approach for Coordination of Telecommunication Supply Chain under Network Externality2016

    • Author(s)
      Jun Wu, Xu Cui, Tatsushi Nishi, Jian Li
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 12 Issue: 03 Pages: 915

    • DOI

      10.24507/ijicic.12.03.915

    • ISSN
      1349-4198
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Application of two-phase decomposition algorithm to practical airline crew rostering problem for fair working time2016

    • Author(s)
      Tsubasa Doi, Tatsushi Nishi
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 10 Issue: 3 Pages: JAMDSM0036-JAMDSM0036

    • DOI

      10.1299/jamdsm.2016jamdsm0036

    • NAID

      130005161650

    • ISSN
      1881-3054
    • Related Report
      2016 Annual Research Report
  • [Journal Article] A Game Theoretic Model for Coordination of Single Manufacturer and Multiple Suppliers with Quality Variations under Uncertain Demands2016

    • Author(s)
      Sisi Yin, Tataushi Nishi, Guoqing Zhang
    • Journal Title

      International Journal of Systems Science: Operations & Logistics

      Volume: 3-2 Issue: 2 Pages: 79-91

    • DOI

      10.1080/23302674.2015.1050079

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Game Theoretic Approach for Coordination of Telecommunication Supply Chain under Network Externality2016

    • Author(s)
      Jun Wu, Xu Cui, Tatsushi Nishi, Jian Li
    • Journal Title

      nternational Journal of Innovative Computing, Information and Control

      Volume: 12-3 Pages: 915-927

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Optimization of Multi-period Bilevel Supply Chains under Demand Uncertainty2016

    • Author(s)
      Tatsushi Nishi, Ohikiro Yoshida
    • Journal Title

      Procedia CIRP

      Volume: 41 Pages: 508-513

    • DOI

      10.1016/j.procir.2015.12.112

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Replacement of Leader-Follower Relation in Multi-Period Supply Chain Planning under Demand Uncertainty2016

    • Author(s)
      Okihiro Yoshida, Tatsushi Nishi
    • Journal Title

      Proceedings of International Symposium on Flexible Automation 2016

      Volume: - Pages: 1016-1020

    • DOI

      10.1109/isfa.2016.7790159

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Extended EOQ Model Considering Recycling, Repair and Reuse in Reverse Supply Chain with Two Types of Demand Fluctuation2016

    • Author(s)
      Jiali Zhu, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, Swee S.Kuik
    • Journal Title

      Proceedings of International Symposium on Flexible Automation 2016

      Volume: - Pages: 153-160

    • DOI

      10.1109/isfa.2016.7790152

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Mixed-Integer Bi-Level Dynamic Hub Location Problem for Freight Transportation2018

    • Author(s)
      Alizadeh Roghayyeh, Tatsushi Nishi
    • Organizer
      International Symposium on Flexible Automation 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 二つの生産者と販売者を有するサプライチェーンにおける主従関係構造の影響2018

    • Author(s)
      櫻井創, 西竜志
    • Organizer
      生産システム部門研究発表講演会2018
    • Related Report
      2017 Annual Research Report
  • [Presentation] 納入が不確実なサプライヤを伴うサプライチェーンのリーダーシップ構造の解析2017

    • Author(s)
      坪井拓哉, 西竜志, 乾口雅弘
    • Organizer
      第61回システム制御情報学会研究発表講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 生産者の参入・撤退を考慮した動的主従関係入れ替え可能な多期間生産計画問題2017

    • Author(s)
      櫻井創, 西竜志
    • Organizer
      スケジューリングシンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 動的主従関係入れ替えを考慮した多期間生産計画問題2017

    • Author(s)
      櫻井創, 西竜志
    • Organizer
      日本機械学会生産システム部門講演会2017
    • Related Report
      2016 Annual Research Report
  • [Presentation] 市場影響を考慮した2階層サプライチェーン計画問題のモデル化と解法2017

    • Author(s)
      青山拓弥, 西竜志
    • Organizer
      日本機械学会生産システム部門講演会2017
    • Related Report
      2016 Annual Research Report
  • [Presentation] ゲーム理論アプローチによるサプライチェーン最適化のモデル2016

    • Author(s)
      西竜志, 谷水義隆, 貝原俊也
    • Organizer
      日本機械学会生産システム部門講演会2016
    • Place of Presentation
      東京理科大学 野田キャンパス(千葉県・野田市)
    • Year and Date
      2016-03-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] マスヒューリスティックスによるスケジューリング問題の解法2016

    • Author(s)
      西竜志, 大倉達也
    • Organizer
      第60回システム制御情報学会研究発表講演会
    • Related Report
      2016 Annual Research Report
  • [Presentation] ゲーム理論アプローチによるサプライチェーン構成の解析2016

    • Author(s)
      櫻井創, 西竜志, 乾口雅弘
    • Organizer
      第60回システム制御情報学会研究発表講演会
    • Related Report
      2016 Annual Research Report
  • [Presentation] 動的バース割当問題に対する組合せオークションアルゴリズム2016

    • Author(s)
      佐々木大輝, 西竜志
    • Organizer
      スケジューリングシンポジウム2016
    • Related Report
      2016 Annual Research Report
  • [Presentation] 市場への影響を考慮したサプライチェーン計画問題のモデル化と解法2016

    • Author(s)
      青山拓弥, 西竜志
    • Organizer
      スケジューリングシンポジウム2016
    • Related Report
      2016 Annual Research Report
  • [Presentation] Replacement of Leader-Follower Relation in Multi-Period Supply Chain Planning under Demand Uncertainty2016

    • Author(s)
      Okihiro Yoshida, Tatsushi Nishi
    • Organizer
      Proceedings of International Symposium on Flexible Automation 2016
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Game Theoretical Analysis of Supply Chain Configurations2016

    • Author(s)
      Soh Sakurai, Tatsushi Nishi
    • Organizer
      Proceedings of IEEE International Conference on Industrial Engineering and Engineering Management 2016
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Combinatorial Auction Algorithm with Price-Adjustment Mechanism for Airline Crew Scheduling Problems2015

    • Author(s)
      Daiki Sasaki, Tatsushi Nishi
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2015
    • Place of Presentation
      シンガポール(シンガポール)
    • Year and Date
      2015-12-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Solution Procedure based on Lagrangian Relaxation for Supply Chain Planning Problem with CSR Investment2015

    • Author(s)
      Takuya Aoyama, Tatsushi Nishi
    • Organizer
      IEEE International Conference on Industrial Engineering and Engineering Management 2015
    • Place of Presentation
      シンガポール(シンガポール)
    • Year and Date
      2015-12-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 不確定需要下における生産者と販売者の多期間非線形2レベル計画問題に対する解法の検討2015

    • Author(s)
      吉田興広, 西竜志
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      神戸大学(兵庫県・神戸市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] ラグランジュ緩和を用いた組合せオークションアルゴリズムによる航空乗務員運用計画問題の解法- 勝者決定問題の近似解法-2015

    • Author(s)
      佐々木大輝, 西竜志, 乾口雅弘
    • Organizer
      第58回自動制御連合講演会
    • Place of Presentation
      神戸大学(兵庫県・神戸市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] CSR投資を考慮した不確定需要下におけるサプライチェーン計画問題のモデル化と解法2015

    • Author(s)
      青山拓弥,西竜志,乾口雅弘
    • Organizer
      スケジューリング・シンポジウム2015
    • Place of Presentation
      青山学院大学(東京都渋谷区)
    • Year and Date
      2015-09-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] A solution algorithm for leader-follower multi-period supply chain planning under demand uncertainty2015

    • Author(s)
      Okihiro Yoshida, Tatsushi Nishi
    • Organizer
      Proceedings of International Symposium on Scheduling 2015
    • Place of Presentation
      神戸コンベンションセンター(兵庫県・神戸市)
    • Year and Date
      2015-07-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CSR投資を考慮したサプライチェーン計画問題のラグランジュ緩和による解法2015

    • Author(s)
      青山拓弥,西竜志,乾口雅弘
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府・大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
  • [Presentation] 価格調整メカニズムを用いた組合せオークションアルゴリズムによる航空乗務員スケジューリング2015

    • Author(s)
      佐々木大輝,西竜志,乾口雅弘
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府・大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
  • [Remarks] 研究者詳細 - 西 竜志

    • URL

      http://www.dma.jim.osaka-u.ac.jp/view?u=4647

    • Related Report
      2016 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2020-03-30  

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