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stochastic optimal transportation problem and its application

Research Project

Project/Area Number 23540205
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Basic analysis
Research InstitutionHiroshima University

Principal Investigator

MIKAMI toshio  広島大学, 工学(系)研究科(研究院), 教授 (70229657)

Co-Investigator(Kenkyū-buntansha) ICHIHARA Naoyuki  広島大学, 大学院・工学研究院, 准教授 (70452563)
KAISE Hidehiro  大阪大学, 大学院・基礎工学研究科, 准教授 (60377778)
Co-Investigator(Renkei-kenkyūsha) HIGUCHI Isao  大分工業高等専門学校, 一般科理系, 准教授 (20325153)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords確率最適輸送問題 / 双対定理 / 確率2点境界値問題 / 対数の微分の可積分性 / 2点確率境界値問題 / 粘性解 / 国際研究者交流 / 国際研究者交流,台湾 / 国際研究者交流,米国 / 最適輸送問題 / 確率制御 / 無限次元解析
Research Abstract

On the study of stochastic process analogue of a generalization of the Knothe-Rosenblatt Rearrangement and its application, we proved the duality theorem and the characterization by the duality theorem and by the singular perturbation. We characterized the finiteness of the value function of the stochastic optimal transportation problem, via the duality theorem, by the integrability condition of derivatives of logarithms of initial and terminal distributions. This gives a new approach for the existence of a solution to two end points stochastic boundary value problem by the duality theorem for the stochastic optimal transportation problem and the finiteness of value function.

Report

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

    (12 results)

All 2013 2012 2011

All Journal Article (6 results) (of which Peer Reviewed: 4 results) Presentation (6 results) (of which Invited: 1 results)

  • [Journal Article] Stochastic optimal transportation problem and related topics. Progress in Variational Problems : Variational Problems Interacting with Probability Theories2013

    • Author(s)
      T. Mikami
    • Journal Title

      Surikaiseki-kenkyusho Kokyuroku

      Volume: No. 1837

    • NAID

      110009595636

    • Related Report
      2013 Final Research Report
  • [Journal Article] Stochastic optimal transportation problem and related topics2013

    • Author(s)
      Toshio Mikami
    • Journal Title

      数理解析研究所講究録

      Volume: 1837 Pages: 74-86

    • Related Report
      2013 Annual Research Report
  • [Journal Article] A characterization of the Knothe-Rosenblatt processes by a convergence result2012

    • Author(s)
      T. Mikami
    • Journal Title

      SIAM J. CONT. OPTIM

      Volume: 50 (4) Pages: 1903-1920

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Maxima and minima of overall survival functions with fixed marginal distributions and transm- ission of technology2012

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

      Communications in Statistics-Theory and Methods-

      Volume: 41, Issue 1 Pages: 46-61

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A characterization of the Knothe-Rosenblatt processes by a convergence result2012

    • Author(s)
      Toshio Mikami
    • Journal Title

      SIAM J. ControlOptim.

      Volume: 50 Issue: 4 Pages: 1903-1920

    • DOI

      10.1137/100791129

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Maxima and minima of overall survival functions with fixed marginal distributions and transmission of technology2012

    • Author(s)
      Isao Higuchi and Toshio Mikami
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: 41 Issue: 1 Pages: 46-61

    • DOI

      10.1080/03610926.2010.513788

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Stochastic optimal transportation and related topics2012

    • Author(s)
      T. Mikami
    • Organizer
      変分問題の展開-確率論と交錯する変分問題
    • Place of Presentation
      RIMS, Kyoto Univ
    • Related Report
      2013 Final Research Report
  • [Presentation] Stochastic optimal transportation and related topics2012

    • Author(s)
      Toshio Mikami
    • Organizer
      変分問題の展開- 確率論と交錯する変分問題
    • Place of Presentation
      京都大学
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] Stochastic optimal transportation and marginal problem for stochastic processes2011

    • Author(s)
      T. Mikami
    • Organizer
      Dynamical Optimization in PDE and Geometry: Applications to Hamilton-Jacobi, Ergodic Optimization, Weak KAM
    • Place of Presentation
      Universite Bordeaux 1, France
    • Related Report
      2013 Final Research Report
  • [Presentation] Stochastic optimal transportation and marginal problem for stochastic processes2011

    • Author(s)
      T. Mikami
    • Organizer
      Probability and Geometry
    • Place of Presentation
      Kumamoto Univ
    • Related Report
      2013 Final Research Report
  • [Presentation] Stochastic optimal transportation and marginal problem for stochastic processes2011

    • Author(s)
      T. Mikami
    • Organizer
      Dynamical Optimization in PDE and Geometry: Applica- tions to Hamilton-Jacobi, Ergodic Optimization, Weak KAM(招待講演)
    • Place of Presentation
      フランス、ボルドー大学
    • Related Report
      2011 Research-status Report
  • [Presentation] Stochastic optimal transportation and marginal problem for stochastic processes2011

    • Author(s)
      T. Mikami
    • Organizer
      Probability and Geometry(招待講演)
    • Place of Presentation
      熊本大学
    • Related Report
      2011 Research-status Report

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

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