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Mass Transportation Problem for Stochastic Processes with a continuous parameter

Research Project

Project/Area Number 13640096
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionHOKKAIDO UNIVERSITY

Principal Investigator

MIKAMI Toshio  Hokkaido Univ., Grad. School of Sci., Asso. Prof., 大学院・理学研究科, 助教授 (70229657)

Co-Investigator(Kenkyū-buntansha) NAMIKI Takao  Hokkaido Univ., Grad. School of Sci., Assist., 大学院・理学研究科, 助手 (40271712)
MATSUMOTO Kenji  Hokkaido Univ., Grad. School of Sci., Asso. Prof., 大学院・理学研究科, 助教授 (80183953)
INOUE Akihiko  Hokkaido Univ., Grad. School of Sci., Asso. Prof., 大学院・理学研究科, 助教授 (50168431)
Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 2002: ¥1,300,000 (Direct Cost: ¥1,300,000)
Keywordsmass transportation problem / stochastic geometry / Gauss curvature / discrete approximation / stochastic control / Salisbury's problem / 確率過程 / 最適制御 / 質量輸送 / 可測性
Research Abstract

Let p(t,x) (0【less than or equal】t【less than or equal】1,x∈R^d) be a solution to the Liouville equation, and L(t,x;u):[0,1] × R^d × R^d → [0,∞) be measurable and strictly conves in u.
(1) We showed that there exists a minimizer of E[∫^1_0L(t,X^ε(t);u(t))dt] over all R^d-valued continuous semimartingales {X^ε(t)=X^ε(0)+∫^t_0u(s)ds+εW(t)}_0【less than or equal】t【less than or equal】1 which has distributions p(t,x)dx for all t∈[0,1], and that the minimizer is Markovian and converges, as ε→ 0, to a R^d-valued absolutely continuous stochastic process {φ^0(t)}_0【less than or equal】t【less than or equal】1.
(2) We showed that {φ^0(t)}_0【less than or equal】t【less than or equal】1 is a minimizer of E[∫^1_0L(t,φ(t);dφ(t)/dt)dt] over all R^d-values absolutely continous stochastic processes which has distributions p(t,x)dx for all t∈[0,1]. We also showed that the minimizers satisfies the same ordinary differential equation.
Let R be a probability density function on (d【greater than or equal】1). We obtained the following result on R-anisotropic Gauss curvature flow of glaphs on R^d : the construction of approximating discrete stochastic processes of Gauss curvature flow : the existence and the uniqueness of a weak solution to the partial differential equation which describes Gauss curvature flow : the proof that the unique weak solution to the partial differential equation is a viscosity solution.
Let R be a probability density function on S^<n-1> (n【greater than or equal】2). We obtained the similar result on R-anisotropic Gauss curvature flow of hypersurfaces in R^n. The construction of a descrete approximation of Gauss curvature flow of hypersurfaces in R^n was a famous open problem when n【greater than or equal】3. We solved it completely by studying it in the framework of the probability theory.

Report

(3 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • Research Products

    (30 results)

All Other

All Publications (30 results)

  • [Publications] H.Ishii: "A level set approach to the wearing process of a nonconvex stone"Calculus of Variations and PDES. (in press).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Inoue: "Partial autocorrelation functions of fractional ARIMA processes with negative degree of differencing"J. of Multivariate Analysis. (in press).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] N.Konno: "Absorption problems for quantum walks in one dimension"J. of Physics A ; Math. Gen.. 36. 241-253 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Mikami: "Optimal Control for Absolutely Continuous Stochastic Processes and the Mass Transportation Problem"Electronic Communication in Probability. 7. 189-203 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K.Matsumoto: "Dynamics of protein near transition between local minima"Physics Letters A. 298. 117-121 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A.Inoue: "Asymptotic behavior for partial autocorrelation functions of fractional ARIMA processes"Annals of Applied Probability. 12. 1471-1491 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Mikami: "A uniqueness result or Cauchy problem related to jump-type Markov processes with unbounded characteristics"Stochastic Analysis and Applications. 20. 389-413 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H.Ishii: "A two dimensional random crystalline algorithm for Gauss curvature flow"Advances in Applied Probability. 34. 491-504 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Namiki: "On two types transient behavior for one-dimensional cellular automata"Proceedings of 6th international conference on COMPLEX SYSTEMS. 72-76 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.Namiki: "Asymptotic behavior of one-dimensional cellular automata traffic models"Proceedings of Cellular Automata 2001. 130-134 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Ishii: "A level set approach to the wearing process of a nonconvex stone"Calculus of Variations and PDEs. to in press.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A. Inoue: "Partial autocorrelation functions of fractional ARIMA processes with negative degree of differencing"J. Multivarlate Anal.. in press.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] N. Konno: "Absorption problems for quantum walk in one dimension"Journal of Physics A : Math. Gen.. 36. 241-253 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T.xMikami: "Optimal control for absolutely continuous stochastic processes and the mass transportation problem"Elect. Comm. In Probab.. 7. 189-203 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] K. Matsumoto: "Dynamics of protein near transition between local minima"Physics Letters A.. 298. 117-121 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] A. Inoue: "Asymptotic behavior for partial autocorrelation functions of fractional ARIMA processes"Ann. AppI. Probab.. 12. 1471-1491 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T. Mikami: "A uniqueness result on Cauchy problem related to jump-type Markev processes with unbounded characteristics"Stoc. Anal. Appl.. 20-2. 389-413 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] H. Ishii: "A two dimensional random crystalline algorithm for Gauss curvature flow"Adv. Appl. Prob.. 34. 491-504 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T. Namiki: "On two types transient behaviour for one-dimensional cellular automata"Proceedings 6th International conference on COMPLEX SYSTEMS. 72-76 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] T. Namiki: "Asymptotic behavior of one-dimensional cellular automata traffic models"Proceedings of Cellular Automata2001. 130-134 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] N.Konno: "Absorption problems for quantum walks in one dimension"Journal of Physics A : Math. Gen.. 36. 241-253 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Mikami: "Optional control for absolutely continuous stochastic processes and the mass transportation problem"Electronic Communications in Probability. 7. 189-203 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] K.Matsumoto: "Dynamics of protein near transition between local minima"Physics Letters A. 298. 117-121 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Inoue: "Asymptotic behavior for partial autocorrelation functions of fractional ARIMA processes"Annals of Applied Probability. 12. 1471-1491 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] H.Ishii: "A two dimensional random crystalline algorithm for Gauss curvature flow"Advances in Applied Probability. 34. 491-504 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.Mikami: "A uniqneness result on Cauchy problem related to jump-type Markov processes with unbaunded characteristics"Stochastic Analysis and Applications. 20.2. 389-413 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] H.Ishii: "A mathematical model of the wearing process of a nonconvex stone"SIAM J.Math.Anal.. 33・4. 860-876 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Mikami: "A uniqueness result on Cauchy Problem related to jump-type Markov processes with unbounded characteristics"Stoc.Anal.Appl.. 20・2. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Takahashi: "Function Dynamics"Japan J.Indust.Appl.Math.. 18. 405-423 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Namiki: "Asymptotic Behavior of one-dimensional cellular automata traffic models"Proc.Cellular Automata 2001. 130-134 (2001)

    • Related Report
      2001 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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