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Analysis of sample paths for stochastic processes

Research Project

Project/Area Number 11640713
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 InstitutionKyoto University

Principal Investigator

KUMAGAI Takashi  Research Inst. for Math. Sci., Kyoto University, Associate Professor, 数理解析研究所, 助教授 (90234509)

Co-Investigator(Kenkyū-buntansha) SHIGEKAWA Ichiro  Graduate School of Science, Kyoto University, Professor, 理学研究科, 教授 (00127234)
TAKAHASHI Yoichiro  Research Inst. for Math. Sci., Kyoto University, Professor, 数理解析研究所, 教授 (20033889)
WATANABE Shinzo  P.E. of Kyoto University, 名誉教授 (90025297)
HINO Masanori  Graduate School of Informatics, Kyoto University, Lecturer, 情報学研究科, 講師 (40303888)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2001: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2000: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1999: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsStochastic processes / sample paths / large deviation / asymptotic behavior / fractal / Wiener sausage / law of the iterated logarithm / symmetric diffusion processes / Wiener sausage / 重複大数の法則 / ランダムウォーク / 概不変原理 / range
Research Abstract

1. We have obtained an almost sure invariance principle for the range of random walks on 3-dimensional lattice. This result is a refinement of the known results like, central limit theorem, and various limit theorem can be deduced as a corollary to this result. For the range of random walks on 2-dimensional lattice, we have obtained the law of iterated logarithm. Instead of the expected loglog term, logloglog term appears.
This work will appear in Ann. Probab.
2. We have studied a problem that when disordered media are in a Euclidean space, how does the heat transfers from the space to the media. Applying the theory of Besov spaces, we have constructed a penetrating diffusion process which behaves like the diffusion on the media and like Brownian motion on the Euclidean space outside the media. This work appears in J. Funct. Anal. We then continue to work this problem and obtain a short time asymptotic behavior of the heat kernel for the diffusion process. We also obtain a functional type large deviation for the process.
We are now writing a paper on these results.
3. We have obtained asymptotic behavior of the transition probabilities between two sets on infinite dimensional symmetric diffusion processes. We adopted intrinsic distance instead of the usual distance between sets and our result is fairly general. In particular, we have proved the asymptotic behavior for the Orstein-Uhlenbeck processes on loop spaces on Riemannian manifolds, which had been an open problem. Our result is new also for degenerated symmetric diffusions on Euclidean spaces. This is a joint work with J. A. Ramirez and is now submitted for publication.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (42 results)

All Other

All Publications (42 results)

  • [Publications] T.Kumagai: "Transition density estimates for diffusion processed on p.c.f. self-similar fractals"Proc. London Math. Soc.. 78. 431-458 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Kumagai: "Large deviations for Brownian motion on the Sierpinski gasket"Stoch. Proc. Their Appl.. 85. 225-235 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Kumagai: "Brownian motion penetrating fractals -An Application of the trace theorem of Besov spaces -"J. Funct. Anal.. 170. 69-92 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Kumagai: "Laws of the iteratect logarithm for the range of random walks in two and three dimensions"Ann. Probab.. (発表予定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S.Watanabe: "Asymptotic windings of Brownian motion paths on Riemann surfaces"Acta. Appl. Math.. 63. 441-464 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S.Watanabe: "Its's stochastic calculus and its applications"Handbook of Statistics. 19. 873-933 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y.Takahashi: "Function dynamics"Japan J. Indust. Appl. Math.. 18. 405-423 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y.Takahashi: "Random point fields associated with certain Frodholm determinants"In "Proceeding of the Second International ISAAC congress at Fukuoka". (発表予定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] I.Shigekwa: "Semi group domination on a Riemann manifold with boundary"Acta. Appl. Math.. 63. 385-410 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] I.Shigekawa: "The domain of generator and the intertwining property"In "Stochastics in Finite and Infinite Dimensions" (eds. T.Hida et al.). 401-410 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Hino: "Exponential decay of positivity preserring semigroups on L^<10>"Osaka J. Math.. 37. 603-624 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Hino: "On the space of BV functions and a related stochastic calculus in infinite dimensions"J. Funct. Anal.. 183. 245-268 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Kumagai: "Transition density estimates for diffusion processes on p.c.f. self-similar fractals"Proc. London Math. Soc.. 78. 431-458 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Kumagai: "Large deviations for Brownian motion on the Sierpinski gasket"Stoch. Proc. Their Appl.. 85. 225-235 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Kumagai: "Brownian motion penetrating fractals -An application of the trace theorem of Besov spaces-"J. Funct. Anal.. 170. 69-92 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Kumagai: "Laws of the iterated logarithm for the range of random walks in two and three dimensions"Ann. Probab.. (to appear).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S. Watanabe: "Asymptotic windings of Brownian motion paths on Riemann surfaces"Acta Appl. Math.. 63. 441-464 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S. Watanabe: "Ito's stochastic calculus and its applications"Handbook of Statistics. 19. 873-933 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y. Takahashi: "Function dynamics"Japan J. Indust. Appl. Math.. 18. 405-423 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y. Takahashi: "Random point fields associated with certain Fredholm determinants"Proc. of the Second International ISAAC Congress at Fukuoka. (to appear).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] I. Shigekawa: "Semigroup domination on a Riemannian manifold with boundary"Acta Appl. Math.. 63. 385-410 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] I. Shigekawa: "The domain of a generator and the intertwining property"Stochastics in Finite and Infinite Dimensions, (eds. T. Hida et al). 401-410 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Hino: "Exponential decay of positivity preserving semigroups on L^p"Osaka J. Math. 37. 603-624 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Hino: "On the space of BV functions and a related stochastic calculus in infinite dimensions"J. Funct. Anal.. 183. 245-268 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Kumagai: "Fluctuation of the fransition density for Brownian motion on random recursive Sierpinski gasket"Stoch, Proc. Appl.. 92. 61-85 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Kumagai: "Transition density asymptotics for some diffusion processes with multi-fractal structures"Electronic Journal of Prob.. 6. 1-23 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] S.Watanabe: "Ito's stochastic calculus and its applications"Handbook of statistics. 19. 873-933 (2001)

    • 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] I.Shigekawa: "The domain of generator and the intertwining property"In "stochastis in Finite and Infinite Dimensions" (eds, T.Hida et al.). 401-410 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Hino: "On the space of BV functions and a related stochastic calculus in infinite dimensions"Journal of Funct. Anal.. 183. 245-268 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Kumagai: "Laws of the iterated logarithm for some symmetric diffusion processes."Osaka J.Math.. 37. 625-650 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Kumagai: "Transition density estimates for diffusion processes on homogeneous random Sierpinski carpets."J.Math.Soc.Japan. 52. 373-408 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Y.Takahashi: "Random point fields associated with certain Fredholm determinants."Proceeding of the Second International ISAAC Congress. (発表予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] I.Shigekawa: "The domain of a generator and the intertwining property."Stochastics in finite and infinite dimensions,Trends in Math.. 401-410 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Hino: "Exponential decay of positivity preserving semigroups on L^P."Osaka J.Math.. 37. 603-624 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Hino: "On the space of BV functions and a related stochastic calculus in intinite dimensions."Journal of Functional Analysis. (発表予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Kumagai: "Large deviations for Brownian motion on the Sierpinski gasket"Stoch.Proc.Their Appl.. 85. 225-235 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] T.Kumagai: "Transition density estimates for diffusion processes on homogeneous random Sierpinski carpets"J.Math.Soc.Japan. (発表予定).

    • Related Report
      1999 Annual Research Report
  • [Publications] T.Kumagai: "Brownian motion penetrating fractals -An application of the trace theorem of Besov spaces-"J.Func.Anal.. 170. 69-92 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] I.Shigekawa: "Semigroup dominaiton on a Riemannian manifold with boundary"the special volume of Takeyuki Hida. (発表予定).

    • Related Report
      1999 Annual Research Report
  • [Publications] M.Hino: "Exponential decay of positivity preserving semigroups on L^p"Osaka J.Math.. (発表予定).

    • Related Report
      1999 Annual Research Report
  • [Publications] T.Kumagai: "Stochastic processes on fractals and related topics"Translation of "Sugaku",Amer,Math.Soc.. (発表予定).

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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