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Stochastic least principle and its applications

Research Project

Project/Area Number 19540157
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Basic analysis
Research InstitutionHiroshima University

Principal Investigator

MIKAMI Toshio  Hiroshima University, 大学院・工学研究院, 教授 (70229657)

Co-Investigator(Kenkyū-buntansha) 竹田 雅好  東北大学, 大学院・理学研究科, 教授 (30179650)
小池 茂昭  埼玉大学, 大学院・理工学研究科, 教授 (90205295)
貝瀬 秀裕  名古屋大学, 大学院・情報科学研究科, 助教 (60377778)
Co-Investigator(Renkei-kenkyūsha) TAKEDA Masayoshi  東北大学, 大学院・理学研究科, 教授 (30179650)
KOIKE Shigeaki  埼玉大学, 大学院・理工学研究科, 教授 (90205295)
KAISE Hidehiro  名古屋大学, 大学院・情報科学研究科, 助教 (60377778)
Project Period (FY) 2007 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2008: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2007: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords確率制御 / 最適輸送問題 / 双対定理 / KRP / KRR / log-convexity / 確率論 / 解析学 / 関数方程式 / 変分問題 / 確率最適制御 / 粘性解 / 関数方程 / 統計数学 / 数理物理
Research Abstract

We gave maxima and maximizer of joint distribution function of maximally dependent random variables and its application. We defined a generalization of the Knothe-Rozenblatt Rearrangement (KRR)and its stochastic version Knothe-Rozenblatt process (KRP), proved the existence and the uniqueness and gave a characterization as the limit of the minimizer of a class of variational problem with a small parameter. We also gave a representation theorem for a random probability density function of a stochastic flow of KRP. We proved that the mean of a logarithm of the random probability density function with space variable replaced by KRP is convex.

Report

(6 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report   Self-evaluation Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (21 results)

All 2011 2010 2009 2008 2007 Other

All Journal Article (11 results) (of which Peer Reviewed: 6 results) Presentation (7 results) Book (2 results) Remarks (1 results)

  • [Journal Article] Maxima and minima of overall survival functions with fixed marginal distributions and transmission of technology2011

    • Author(s)
      I.Higuchi, T.Mikami
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: (印刷中)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Variational characterization of the Knothe-Rosenblatt type rearrangements and its stochastic version.2010

    • Author(s)
      T.Mikami
    • Journal Title

      Surikaiseki-kenkyusho Kokyuroku No.1695, Kyoto University

      Pages: 35-55

    • Related Report
      2010 Final Research Report
  • [Journal Article] Variational characterization of the Knothe-Rosenblatt type rearrangements and its stochastic version2010

    • Author(s)
      T.Mikami
    • Journal Title

      数理解析研究所講究録

      Volume: 1695 Pages: 35-55

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Optimal transportation problem as stochastic mechanics2009

    • Author(s)
      T. Mikami
    • Journal Title

      In Selected Papers on Probability and Statistics Vol. 227

      Pages: 75-94

    • Related Report
      2009 Self-evaluation Report
  • [Journal Article] Optimal Transportation Problem by Stochastic Optimal Control2008

    • Author(s)
      T.Mikami, M.Thieullen
    • Journal Title

      SIAM J.CONT.OPTIM. Vol.47

      Pages: 1127-1139

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Marginal problem for semimartingales via duality. International Conference for the 25th Anniversary of Viscosity Solutions2008

    • Author(s)
      T.Mikami
    • Journal Title

      Gakuto Int.Series. Mathematical Sciences and Applications Vol.30

      Pages: 133-152

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Marginal problem for semimartingales via duality2008

    • Author(s)
      T. Mikami
    • Journal Title

      International Conference for the 25th Anniversary of Viscosity Solutions, Gakuto International Series. Mathematical Sciences and Applications Vol. 30

      Pages: 133-152

    • Related Report
      2009 Self-evaluation Report
  • [Journal Article] Optimal Transportation Problem by Stochastic Optimal Control2008

    • Author(s)
      T. Mikami, M. Thieullen
    • Journal Title

      SICON. 47

      Pages: 1127-1139

    • Related Report
      2009 Self-evaluation Report
  • [Journal Article] Marginal problem for semimartingales via duality2008

    • Author(s)
      T. Mikami
    • Journal Title

      Gakuto International Series. Mathematical Sciences and Applications 30

      Pages: 133-152

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal Transportation Problem by Stochastic Optimal Control2008

    • Author(s)
      T. Mikami and M. Thieullen
    • Journal Title

      SICON, 2008 March, online first. 47

      Pages: 1127-1139

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Maxima and minima of overall survival functions with fixed marginal distributions and transmission of technology

    • Author(s)
      Higuchi, T.Mikami
    • Journal Title

      Communications in Statistics-Theory and Methods- 掲載予定

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] ある確率制御問題の最小解の極限によるKnothe-Rosenblatt processの特徴付け2010

    • Author(s)
      三上敏夫
    • Organizer
      日本数学会2010年度秋季総合分科会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2010-09-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] The Knothe-Rosenblatt processes by the singular limit of a class of stochastic controls2010

    • Author(s)
      三上敏夫
    • Organizer
      Viscosity methods and nonlinear PDE
    • Place of Presentation
      北海道大学(招待講演)
    • Year and Date
      2010-07-21
    • Related Report
      2010 Annual Research Report
  • [Presentation] The Knothe-Rosenblatt processes by the singular limit of a class of stochastic controls.2010

    • Author(s)
      三上敏夫
    • Organizer
      Viscosity methods and nonlinear PDE
    • Place of Presentation
      Sapporo
    • Related Report
      2010 Final Research Report
  • [Presentation] Variational characterization of the Knothe-Rosenblatt type rearrangements.2009

    • Author(s)
      三上敏夫
    • Organizer
      Viscosity Solutions of Differential Equations and Related Topics.
    • Place of Presentation
      RIMS, Kyoto University
    • Related Report
      2010 Final Research Report
  • [Presentation] Marginal problem for semimartingales via duality2007

    • Author(s)
      三上敏夫
    • Organizer
      International Conference for the 25th Anniversary of Viscosity Solution
    • Place of Presentation
      東京大学
    • Year and Date
      2007-06-06
    • Related Report
      2007 Annual Research Report
  • [Presentation] 双対問題による与えられた周辺分布を持つ確率過程の構成2007

    • Author(s)
      三上敏夫
    • Organizer
      日本数学会秋季総合分科会
    • Place of Presentation
      東北大学
    • Related Report
      2010 Final Research Report 2009 Self-evaluation Report
  • [Presentation] Marginal problem for semimartingales via duality International2007

    • Author(s)
      三上敏夫
    • Organizer
      Conference for the 25th Anniversary of Viscosity Solution
    • Place of Presentation
      Tokyo Univ.
    • Related Report
      2010 Final Research Report
  • [Book] Optimal transportation problem as stochastic mechanics.(In Selected Papers on Probability and Statistics (AMS, Translations Series 2, Vol.227))2009

    • Author(s)
      T.Mikami
    • Related Report
      2010 Final Research Report
  • [Book] Selected Papers on Probability and Statistics2009

    • Author(s)
      T. Mikami, et al.
    • Total Pages
      231
    • Publisher
      アメリカ数学会
    • Related Report
      2009 Annual Research Report
  • [Remarks] ホームページ等

    • Related Report
      2010 Final Research Report

URL: 

Published: 2007-04-01   Modified: 2016-04-21  

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