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Max-plus probabilistic approach to problems related to stochasitic control

Research Project

Project/Area Number 20740052
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionOsaka University (2011)
Nagoya University (2008-2010)

Principal Investigator

KAISE Hidehiro  大阪大学, 基礎工学研究科, 准教授 (60377778)

Project Period (FY) 2008 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords確率論 / 確率制御 / 動的計画偏微分方程式 / max-plus確率 / 数理ファイナンス / max-plus代数 / Hamilton-Jacobi-Bellman方程式
Research Abstract

Max-plus algebra is obtained by replacing the conventional addition and multiplication with maximum and the addition in reals, respectively. Using max-plus algebra in continuous-time and continuum-state control problems, we obtained new results on structures of solutions and characterizations of value functions for dynamic programming partial differential equations in stochastic and deterministic controls. These results are based on max-plus methodology. We also formulated optimal consumption and investment problems in mathematical finance by max-plus probabilistic point of view and characterized optimal values.

Report

(6 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (34 results)

All 2011 2010 2009 2008

All Journal Article (10 results) (of which Peer Reviewed: 9 results) Presentation (24 results)

  • [Journal Article] Max-plus stochastic control and risk-sensitivity2010

    • Author(s)
      W. H. Fleming, H. Kaise, S.-J. Sheu
    • Journal Title

      Applied Mathematics and Optimization

      Volume: Vol.62 Pages: 81-44

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Idempotent expansions for continuous-time stochastic control : compact control space2010

    • Author(s)
      H. Kaise and W. M. McEneaney
    • Journal Title

      Proceedings of the 49^<th> IEEE Conference on Decision and Control

      Volume: Vol.1 Pages: 7015-7020

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Idempotent expansions for continuous-time stochastic control : compact control space2010

    • Author(s)
      H.Kaise, W.M.McEneaney
    • Journal Title

      Proceedings of the 49 IEEE Conference on Decision and Control

      Pages: 7015-7029

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Max-plus stochastic control and risk-sensitivity2010

    • Author(s)
      W.H.Fleming, H.Kaise, S.-J.Sheu
    • Journal Title

      Applied Mathematics and Optimization Vol.62

      Pages: 81-144

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Max-plus stochastic control and risk-sensitivity2010

    • Author(s)
      W.H.Fleming, H.Kaise, S.-J.Sheu
    • Journal Title

      Applied Mathematics and Optimization

      Volume: 62 Pages: 81-144

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Idempotent expansions for continuous-time stochastic control : compact control space2010

    • Author(s)
      H.Kaise, W.M.McEneaney
    • Journal Title

      Proceedings of the 49th IEEE Conference on Decision and Control

      Pages: 7015-7029

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ergodic type Bellman equation of first order with quadratic2009

    • Author(s)
      H. Kaise and S.-J. Sheu
    • Journal Title

      Hamiltonian

      Volume: Vol.59 Pages: 37-73

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Ergodic type Bellman equation of first order with quadratic Hamiltonian2009

    • Author(s)
      H.Kaise, S.-J.Sheu
    • Journal Title

      Applied Mathematics and Optimization Vol.59

      Pages: 37-73

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Ergodic type Bellman equation of first order with quadratic Hamiltonian2009

    • Author(s)
      H. Kaise and S.-J. Sheu
    • Journal Title

      Applied Mathematics and Optimization 59

      Pages: 37-73

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 粘性解と数理ファイナンス-確率制御の視点から-2008

    • Author(s)
      貝瀬秀裕・関根順
    • Journal Title

      数理科学 4月号

      Pages: 39-45

    • Related Report
      2008 Annual Research Report
  • [Presentation] Partially observed H-infinity control with maximum cost2011

    • Author(s)
      H. Kaise
    • Organizer
      SIAM Conference on Control and its applications
    • Place of Presentation
      Hyatt Regency Baltimore, MD, USA
    • Year and Date
      2011-07-27
    • Related Report
      2011 Final Research Report
  • [Presentation] Partially observed H-infinity control with maximum running cost2011

    • Author(s)
      H.Kaise
    • Organizer
      SIAM Conference on Control and its Applications
    • Place of Presentation
      Hyatt, Regency Baltimore, Baltimore, MD, USA
    • Year and Date
      2011-07-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] Idempotent expansions for continuous-time stochastic control : algorighm and some error analysis2011

    • Author(s)
      H. Kaise and W. M. McEneaney
    • Organizer
      SIAM Conference on Control and its applications
    • Place of Presentation
      Hyatt Regency Baltimore, MD, USA
    • Year and Date
      2011-07-25
    • Related Report
      2011 Final Research Report
  • [Presentation] Idempotent expansions for continuous-time stochastic control : algorithm and some error analysis2011

    • Author(s)
      H.Raise, W.M.McEneaney
    • Organizer
      SIAM Conference on Control and its Applications
    • Place of Presentation
      Hyatt, Regency Baltimore, Baltimore, MD, USA
    • Year and Date
      2011-07-25
    • Related Report
      2011 Annual Research Report
  • [Presentation] Idempotent expansions for continuous-time stochastic control : compact control spase2010

    • Author(s)
      H. Kaise and W. M. McEneaney
    • Organizer
      The 49^<th> IEEE Conference on Decision and Control
    • Place of Presentation
      Hilton Atlanta, GA, USA
    • Year and Date
      2010-12-17
    • Related Report
      2011 Final Research Report
  • [Presentation] Idempotent expansions for continuous-time stochastic control : compact control space2010

    • Author(s)
      H.Kaise, W.M.McEneaney
    • Organizer
      The 49th IEEE Conference on Decision and Control
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2010-12-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] Idempotent methods for dynamic programming PDEs in optimal control problem2010

    • Author(s)
      貝瀬秀裕
    • Organizer
      確率解析とその周辺
    • Place of Presentation
      岡山大学
    • Year and Date
      2010-11-11
    • Related Report
      2011 Final Research Report
  • [Presentation] Idempotent methods for dynamic programming PDEs in optimal control problems2010

    • Author(s)
      貝瀬秀裕
    • Organizer
      確率解析とその周辺
    • Place of Presentation
      岡山大学
    • Year and Date
      2010-11-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] Idempotent expansions for continuous-time stochastic control2010

    • Author(s)
      H.Kaise, W.M.McEneaney
    • Organizer
      IEEE Conference on Decision and Control
    • Place of Presentation
      Atlanta, USA.
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Idempotent methods for dynamic programming PDEs in optimal control problems I & II2010

    • Author(s)
      貝瀬秀裕
    • Organizer
      確率解析とその周辺
    • Place of Presentation
      岡山大学
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] H-infinity control approach to optimal investment problem under partial information2009

    • Author(s)
      H. Kaise
    • Organizer
      中之島ワークショップ「金融工学・数理計量ファイナンスの諸問題2009」
    • Place of Presentation
      大阪大学中之島センター
    • Year and Date
      2009-12-04
    • Related Report
      2011 Final Research Report
  • [Presentation] H-infinity control approach to optimal investment problem under partial information2009

    • Author(s)
      H.Kaise
    • Organizer
      中之島ワークショップ「金融工学・数理計量ファイナンスの諸問題2009」
    • Place of Presentation
      大阪大学中之島センター,大阪
    • Year and Date
      2009-12-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Nonlinear H-infinity control and its applications to mathematical finance2009

    • Author(s)
      H. Kaise
    • Organizer
      Mathematical Finance and Related Topics in Economics and Engineering
    • Place of Presentation
      関西セミナーハウス
    • Year and Date
      2009-08-13
    • Related Report
      2011 Final Research Report
  • [Presentation] Nonlinear H-infinity control and its applications to mathematical finance2009

    • Author(s)
      H.Kaise
    • Organizer
      Mathematical Finance and Related Topics in Economics and Engineering
    • Place of Presentation
      関西セミナーハウス京都
    • Year and Date
      2009-08-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity : general framework related with risk-averse limit of optimal consumption problem2009

    • Author(s)
      H. Kaise
    • Organizer
      Stochastic Analysis for and from Mathematical Finance
    • Place of Presentation
      京都リサーチパーク
    • Year and Date
      2009-08-04
    • Related Report
      2011 Final Research Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity : general framework related with risk-averse limit of optimal consumption problem2009

    • Author(s)
      H.Kaise
    • Organizer
      Stochastic Analysis for and from Mathematical Finance
    • Place of Presentation
      京都リサーチパーク,京都
    • Year and Date
      2009-08-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity2009

    • Author(s)
      W. H. Fleming, H. Kaise and S.-J. Sheu
    • Organizer
      SIAM Conference on Control and its Applications
    • Place of Presentation
      Colorado Convention Center, CO, USA
    • Year and Date
      2009-07-07
    • Related Report
      2011 Final Research Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity2009

    • Author(s)
      W.H.Fleming, H.Kaise, S.-J.Sheu
    • Organizer
      SIAM Conference on Control and its Applications
    • Place of Presentation
      Colorado Convention Center, Denver, USA
    • Year and Date
      2009-07-07
    • Related Report
      2009 Annual Research Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity2009

    • Author(s)
      H.Kaise
    • Organizer
      第10回広島応用解析セミナー
    • Place of Presentation
      広島大学
    • Year and Date
      2009-02-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] Nonlinear H-infinity control and its applications to mathematical finance2009

    • Author(s)
      H.Kaise
    • Organizer
      Workshop on Mathematical Finance and Related Topics in Economics and Engineering
    • Place of Presentation
      関西セミナーハウス
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity : general framework related with risk-averse limit of optimal consumption problem2009

    • Author(s)
      H.Kaise
    • Organizer
      Congress on "Stochastic Analysis for and from Finance"
    • Place of Presentation
      京都リサーチパーク
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity2009

    • Author(s)
      W.H.Fleming, H.Kaise, S.-J.Sheu
    • Organizer
      SIAM Conference on Control and its Applications
    • Place of Presentation
      Denver, USA
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity2008

    • Author(s)
      H. Kaise
    • Organizer
      確率論シンポジウム
    • Place of Presentation
      東京工業大学
    • Year and Date
      2008-12-18
    • Related Report
      2011 Final Research Report 2008 Annual Research Report
  • [Presentation] Max-plus stochastic control and risk-sensitivity2008

    • Author(s)
      H. Kaise
    • Organizer
      One day seminar "Finance, Stochastics and Asymptotic Analysis"
    • Place of Presentation
      大阪大学
    • Year and Date
      2008-10-31
    • Related Report
      2008 Annual Research Report

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

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