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Platform Strategy on Two-sided Electrical Market

Research Project

Project/Area Number 16K00029
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Mathematical informatics
Research InstitutionUniversity of Tsukuba

Principal Investigator

Xu Hua  筑波大学, ビジネスサイエンス系, 教授 (40253025)

Research Collaborator Masaru Unno  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords動的ゲーム / 両面性市場 / 電力市場 / インセンティブ戦略 / ナッシュ均衡 / シュタッケルベルグゲーム / 両面性電力市場 / パレット最適 / プラットフォーム戦略 / 情報基礎 / 数理工学
Outline of Final Research Achievements

In this study, we applied mathematical approaches such as dynamic optimization theory, dynamic game theory, and dynamic principal agent model to investigate the platform strategies of electrical distributors in the two-sided electrical market. With power suppliers as leaders and the electricity retailers as followers, we studied the Stackelberg incentive strategy for linear Markov jump stochastic systems, which has multiple leaders and multiple followers, as well as Stackelberg incentive strategy, arrives at the Nash equilibrium of the leaders and the cooperative (Pareto) or non-cooperative (Nash) equilibrium of the followers.

Academic Significance and Societal Importance of the Research Achievements

電力供給システムの中に、突発的な運転モードの遷移がある。その運転モードの遷移はマルコフ過程に従う。運転モードの遷移、逆流による外乱やシステムの不確定要素などを取り入れるマルコフジャンプ確率システムを用いて、1.出力フィードバックによるシュタッケルベルグ(Stackelberg)戦略設計問題、2.ロバストパレート最適戦略設計問題、3.インセンティブシュタッケルベルグゲーム問題を定式し、各々の問題の解(戦略)が存在する条件を定めて、その解の求め方や計算アルゴリズムを研究した。

Report

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

    (16 results)

All 2019 2018 2017 2016

All Journal Article (6 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 6 results,  Acknowledgement Compliant: 1 results) Presentation (10 results) (of which Int'l Joint Research: 8 results)

  • [Journal Article] Incentive Stackelberg Games for Stochastic Linear Systems With H∞ Constraint2019

    • Author(s)
      Mukaidani Hiroaki、Xu Hua
    • Journal Title

      IEEE Transactions on Cybernetics

      Volume: 49 Issue: 4 Pages: 1-12

    • DOI

      10.1109/tcyb.2018.2804920

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Static Output-Feedback Incentive Stackelberg Game for Discrete-Time Markov Jump Linear Stochastic Systems With External Disturbance2018

    • Author(s)
      Mukaidani Hiroaki、Xu Hua、Dragan Vasile
    • Journal Title

      IEEE Control Systems Letters

      Volume: 2 Issue: 4 Pages: 701-706

    • DOI

      10.1109/lcsys.2018.2847034

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Differential Games for Weakly Coupled Large-Scale Linear Stochastic Systems with an H∞-Constraint2018

    • Author(s)
      Hiroaki Mukaidani and Hua Xu
    • Journal Title

      International Game Theory Review

      Volume: 20 Issue: 01 Pages: 1-24

    • DOI

      10.1142/s0219198917500256

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Stochastic Multiple-Leader-Follower Incentive Stackelberg Strategy for Markov Jump Linear Systems2017

    • Author(s)
      Hiroaki Mukaidani, Hua Xu, Tadashi Shima and Vasile Dragan
    • Journal Title

      IEEE Control Systems Letters

      Volume: 1 Issue: 2 Pages: 250-255

    • DOI

      10.1109/lcsys.2017.2713879

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Open-loop Stackelberg Games for Stochastic Systems2017

    • Author(s)
      Hiroaki Mukaidani and Hua Xu
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E100-A Pages: 989-995

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Infinite Horizon Linear-Quadratic Stackelberg Games for Discrete-time Stochastic Systems2017

    • Author(s)
      Hiroaki Mukaidani and Hua Xu
    • Journal Title

      Automatica

      Volume: 76 Pages: 301-308

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Static-Output Feedback Stackelberg Strategy of Infinite Horizon Markov Jump Linear Stochastic Systems with H∞ Constraint2018

    • Author(s)
      Hiroaki Mukaidani, Hua Xu and Vasile Dragan
    • Organizer
      The 57th IEEE Conference on Decision and Control
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Robust Incentive Stackelberg Games for Stochastic LPV Systems2018

    • Author(s)
      Hiroaki Mukaidani and Hua Xu
    • Organizer
      The 57th IEEE Conference on Decision and Control
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-leader-follower Incentive Stackelberg game for Infinite-Horizon Markov Jump Linear Stochastic Systems with H∞ Constraint2018

    • Author(s)
      Hiroaki Mukaidani, Hua Xu, Tadashi Shima and Mostak Ahmed
    • Organizer
      The 2018 IEEE International Conference on Systems, Man, and Cybernetics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Robust Pareto Suboptimal Strategy for Uncertain Markov Jump Linear Stochastic Systems with Multiple Decision Makers2018

    • Author(s)
      Hiroaki Mukaidani, Hua Xu and Vasile Dragan
    • Organizer
      2018 American Control Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] マッチングビジネスにおける資源の利用の最適化に関する研究~モデルと数値シミュレーション2017

    • Author(s)
      海野、徐、向谷
    • Organizer
      サービス学会
    • Place of Presentation
      広島県情報プラザ(広島県広島市)
    • Year and Date
      2017-03-27
    • Related Report
      2016 Research-status Report
  • [Presentation] A Stochastic Multiple-Leader-Follower Incentive Stackelberg Strategy for Markov Jump Linear Systems2017

    • Author(s)
      Hiroaki Mukaidani, Hua Xu, Tadashi Shima and Vasile Dragan
    • Organizer
      56th IEEE Conference of Decision and Control
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gain-Scheduled Nash Games with H∞ Constraint for Stochastic LPV Systems2017

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Hua Xu and Vasile Dragan
    • Organizer
      20th IFAC World Congress
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Team-optimal Incentive Stackelberg Strategies for Markov Jump Linear Stochastic Systems with H∞ Constraint2017

    • Author(s)
      Hiroaki Mukaidani, Tadashi Shima, Masaru Unno, Hua Xu and Vasile Dragan
    • Organizer
      20th IFAC World Congress
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] H∞ Constraint Incentive Stackelberg Game for Discrete-Time Stochastic Systems2017

    • Author(s)
      Hiroaki Mukaidani, Mostak Ahmed, Tadashi Shima and Hua Xu
    • Organizer
      2017 American Control Conference
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 医療保険加入者に健康改善への行動変容を促すウェルネス・プログラムの最適インセンティブ設計2016

    • Author(s)
      海野、徐
    • Organizer
      日本リアルオプション学会
    • Place of Presentation
      中央大学(東京都文京区)
    • Year and Date
      2016-11-19
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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