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Development and Feature Extract of Strategy Acquisition Algorithm for Large-Scale Stochastic Field

Research Project

Project/Area Number 23500017
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Fundamental theory of informatics
Research InstitutionHiroshima University

Principal Investigator

MUKAIDANI Hiroaki  広島大学, 工学(系)研究科(研究院), 教授 (70305788)

Co-Investigator(Kenkyū-buntansha) XU Hua  筑波大学, ビジネス科学研究科, 教授 (40253025)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsナッシュゲーム / パレート最適性 / 確率微分方程式 / マルコフジャンプシステム / 数値計算アルゴリズム / Nash equilibrium / Pareto optimality / Stackelberg game / Stochastic systems / Markov jump systems / Numerical algorithm / Romania / Australia
Research Abstract

In this study, Nash equilibrium strategy for a class of Markov jump stochastic systems is solved by using Ito stochastic differential equation. It is worth pointing out that Markov jump stochastic systems can represent the model variation and disturbance for large-scale systems. That is, computational algorithms for obtaining a robust stochastic strategy set against the abruptly changing parameters such as the power failure are developed. It is shown that the proposed Nash strategy attain the stochastic equilibrium and the optimality.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (34 results)

All 2014 2013 2012 2011

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (26 results)

  • [Journal Article] 離散時間確率H2/H∞制御問題を解くための数値計算2014

    • Author(s)
      向谷 博明
    • Journal Title

      計測自動制御学会

      Volume: 50 Pages: 1-3

    • NAID

      130004855717

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic Games for Stochastic Systems with Delay2013

    • Author(s)
      Hiroaki Mukaidani
    • Journal Title

      Asian Journal of Control

      Volume: Vol.15, No.5 Issue: 5 Pages: 1251-1260

    • DOI

      10.1002/asjc.686

    • Related Report
      2013 Annual Research Report 2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 弱結合マルチチャネル確率システムのためのH_2 静的出力フィードバック制御系設計2013

    • Author(s)
      向谷 博明
    • Journal Title

      計測自動制御学会論文集

      Volume: Vol.49, No.2 Pages: 292-301

    • NAID

      10031154998

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 弱結合マルチチャネル確率システムのためのH2静的出力フィードバック制御系設計2013

    • Author(s)
      向谷 博明
    • Journal Title

      計測自動制御学会論文集

      Volume: 49 Pages: 292-301

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Nash Strategy for Multiparameter Singularly Perturbed Markov Jump Stochastic Systems2012

    • Author(s)
      Hiroaki Mukaidani and Toru Yamamoto
    • Journal Title

      IET Control Theory & Applications

      Volume: Vol.6, Issue14 Issue: 14 Pages: 2337-2345

    • DOI

      10.1049/iet-cta.2011.0539

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 制御ゲイン変動を伴う確率制御を利用したむだ時間マルコフジャンプシステムのための安定化2012

    • Author(s)
      向谷 博明, 平田 知輝
    • Journal Title

      電子情報通信学会和文論文誌A分冊

      Volume: Vol.J95-A, No.11 Pages: 783-789

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Guaranteed Cost PID Control for Uncertain Discrete-Time Stochastic Systems with Additive Gain Perturbations2011

    • Author(s)
      Hiroaki Mukaidani
    • Journal Title

      Asian Journal of Control

      Volume: Vol.13, No.6 Issue: 6 Pages: 1005-1017

    • DOI

      10.1002/asjc.259

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local Feedback Pareto Strategy for Weakly Coupled Large Scale Discrete-Time Stochastic Systems2011

    • Author(s)
      Hiroaki Mukaidani
    • Journal Title

      IET Control Theory & Applications

      Volume: Vol.5, Issue17 Issue: 17 Pages: 2005-2014

    • DOI

      10.1049/iet-cta.2010.0469

    • Related Report
      2013 Final Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Stackelberg Strategy for Discrete-time Stochastic System and Its Application to Weakly Coupled Systems2014

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      American Control Conference
    • Place of Presentation
      Portland, Oregon, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Stackelberg Strategy for Discrete-time Stochastic System and Its Application to H2/H∞ Control2014

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      American Control Conference
    • Place of Presentation
      Portland, Oregon, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] H_2/H_∞ Control of Stochastic Systems with Multiple Decision Makers : A Stackelberg Game Approach2013

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      52nd IEEE Conf. Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Final Research Report
  • [Presentation] Nonlinear Stochastic H_2/H_∞ Control with Multiple Decision Makers2013

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      52nd IEEE Conf. Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Final Research Report
  • [Presentation] Nash Strategy for Markov Jump Stochastic Delay Systems2013

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Toru Yamamoto and Hua Xu
    • Organizer
      52nd IEEE Conf. Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Final Research Report
  • [Presentation] Stackelberg Strategies for Singularly Perturbed Stochastic Systems2013

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Toru Yamamoto, Hua Xu and Vasile Dragan
    • Organizer
      European Control Conf
    • Place of Presentation
      Zurich, Switzerland
    • Related Report
      2013 Final Research Report
  • [Presentation] Pareto-Optimal Solutions for Markov Jump Stochastic Systems with Delay2013

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Hua Xu and Vasile Dragan
    • Organizer
      2013 American Control Conf
    • Place of Presentation
      Washington, DC, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Soft-Constrained Robust Equilibria in Stochastic Differential Games2013

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Hua Xu and Vasile Dragan
    • Organizer
      2013 American Control Conf
    • Place of Presentation
      Washington, DC, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] H2/H∞ Control of Stochastic Systems with Multiple Decision Makers: A Stackelberg Game Approach2013

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      Conference on Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] Nonlinear Stochastic H2/H∞ Control with Multiple Decision Makers2013

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      Conference on Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] Nash Strategy for Markov Jump Stochastic Delay Systems2013

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      Conference on Decision and Control
    • Place of Presentation
      Florence, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] Stackelberg Strategies for Singularly Perturbed Stochastic Systems2013

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      European Control Conference
    • Place of Presentation
      Zurich, Switzerland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Static Output Feedback H_2/H_∞ Control of Infinite Horizon Markov Jump Linear Stochastic Systems with Multiple Decision Makers2012

    • Author(s)
      Hiroaki Mukaidani, Hua Xu, Toru Yamamoto and Vasile Dragan
    • Organizer
      51st IEEE Conf. Decision and Control
    • Place of Presentation
      Maui, Hawaii, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Decentralized H_2 Control for Multi-channel Stochastic Systems via State Feedback Strategies : Application to Multimodeling Systems2012

    • Author(s)
      Hiroaki Mukaidani, Hideyuki Tanaka and Toru Yamamoto
    • Organizer
      2012 American Control Conf
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2013 Final Research Report
  • [Presentation] Nash Strategy of Multiparameter Singularly Perturbed Markov Jump Stochastic Systems with State- and Control-Dependent Noise2012

    • Author(s)
      Hiroaki Mukaidani, Toru Yamamoto and Vasile Dragan
    • Organizer
      American Control Conf
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2013 Final Research Report
  • [Presentation] Static Output Feedback H2/H∞ Control of Infinite Horizon Markov Jump Linear Stochastic Systems with Multiple Decision Makers2012

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      IEEE Conference on Decision and Control
    • Place of Presentation
      Maui, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Decentralized H2 Control for Multi-channel Stochastic Systems via State Feedback Strategies: Application to Multimodeling Systems2012

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      American Control Conference
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] Nash Strategy of Multiparameter Singularly Perturbed Markov Jump Stochastic Systems with State- and Control-Dependent Noise2012

    • Author(s)
      Hiroaki Mukaidani
    • Organizer
      American Control Conference
    • Place of Presentation
      Montreal, Canada
    • Related Report
      2012 Research-status Report
  • [Presentation] Multi-Objective Decision-Making Problems for Discrete-Time Stochastic Systems with State- and Disturbance-Dependent Noise2011

    • Author(s)
      Hiroaki Mukaidani, Hua Xu and Vasile Dragan
    • Organizer
      50th IEEE Conf. Decision and Control and European Control Conf
    • Place of Presentation
      Orlando, Florida, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Soft-Constrained Stochastic Nash Games for Weakly Coupled Large-Scale Discrete-time Systems2011

    • Author(s)
      Hiroaki Mukaidani, Hua Xu and Vasile Dragan
    • Organizer
      50th IEEE Conf. Decision and Control and European Control Conf
    • Place of Presentation
      Orlando, Florida, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Stabilizing Composite Control for Systems Modeled by Singularly Perturbed Ito Differential Equations with Two Small Time Constants2011

    • Author(s)
      Vasile Dragan and Hiroaki Mukaidani
    • Organizer
      50th IEEE Conf. Decision and Control and European Control Conf
    • Place of Presentation
      Orlando, Florida, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Nash Strategies of Markov Jump Stochastic Systems Applied to Weakly-Coupled Large-Scale Systems2011

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Hua Xu and Vasile Dragan
    • Organizer
      IFAC World Congress
    • Place of Presentation
      Milano, Italy
    • Related Report
      2013 Final Research Report
  • [Presentation] Nash Strategies for Large-Scale Stochastic Delay Systems2011

    • Author(s)
      Hiroaki Mukaidani, Masaru Unno, Hua Xu and Vasile Dragan
    • Organizer
      IFAC World Congress
    • Place of Presentation
      Milano, Italy
    • Related Report
      2013 Final Research Report
  • [Presentation] Nash Strategy for Stochastic Delay Systems2011

    • Author(s)
      Hiroaki Mukaidani and Toru Yamamoto
    • Organizer
      American Control Conf
    • Place of Presentation
      San Francisco, California, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Stable Queue Management for Supporting TCP Flows over Wireless Networks2011

    • Author(s)
      Hiroaki Mukaidani, Lin Cai and Xuemin (Sherman) Shen
    • Organizer
      IEEE Int. Conf. Communications
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Nash Strategy for Stochastic Delay Systems2011

    • Author(s)
      H. Mukaidani
    • Organizer
      2011 American Control Conference
    • Place of Presentation
      San Francisco, California, USA
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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