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Studies on diffusion processes and fuzzy valued stochastic analysis

Research Project

Project/Area Number 19540140
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 InstitutionSaga University

Principal Investigator

OGURA Yukio  Saga University, 理工学部, 非常勤講師 (00037847)

Co-Investigator(Kenkyū-buntansha) MITOMA Itaru  佐賀大学, 理工学部, 教授 (40112289)
HANDA Kenji  佐賀大学, 理工学部, 准教授 (10238214)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2007: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords拡散過程 / マルコフ性 / ファジィ集合値確率変数 / 集合係数の確率微分方程式 / 大偏差原理 / Chern-Simons理論 / Poisson-Dirichlet分布 / 中偏差原理 / Chern-Simon摂動展開理論 / 集合値関数の確率積分 / 大数の強法則 / Chern-Simons汎関数 / 確率微分方程式の比較定理
Research Abstract

In this study, we first found a lot of new type of stochastic processes in the class of one-dimensional continuous stochastic process with Markov property but without strong Markov property, and moreover determined that class. We then extended strong laws of large numbers and derived large deviation principle for fuzzy set valued random variables. In addition, we proved the existence and uniqueness of solutions almost surely in the space of fuzzy sets (resp. sets) to stochastic differential equations with fuzzy sets (resp. sets) coefficients. We also estimated the term with power 3 integrand in the asymptotic expansion in perturbative Chern-Simons theory. A new characterization of the two-parameter Poisson-Dirichlet distribution was given.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (46 results)

All 2010 2009 2008 2007 Other

All Journal Article (28 results) (of which Peer Reviewed: 27 results) Presentation (15 results) Remarks (3 results)

  • [Journal Article] Large and moderate deviations of random upper semicontinuous functions2010

    • Author(s)
      Yukio Ogura, Shoumei Li, Xia Wang
    • Journal Title

      Stoch. Analysis Appl. 28

      Pages: 350-376

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Strong solution of Ito type set-valued stochastic diferential equation2010

    • Author(s)
      Jun Guan Li, Shoumei Li, Yukio Ogura
    • Journal Title

      Acta Math. Sinica 26

      Pages: 1-12

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Large and moderate deviations of random upper semicontinuous functions2010

    • Author(s)
      Yukio Ogura
    • Journal Title

      Stochastic Analysis and Applications 28

      Pages: 350-376

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Large deviations of random upper semicontinuous functions2009

    • Author(s)
      Yukio Ogura, Takayoshi Setokuchi
    • Journal Title

      Toho-ku Math. Jour. 61

      Pages: 213-223

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On set-valued stochastic differential equation of jump type2009

    • Author(s)
      Jinping Zhang, Yukio Ogura
    • Journal Title

      Proceedings of the 10th International Conference on Intelligent Technologies (InTech'09)

      Pages: 493-499

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic expansion of perturbative Chern-Simons theory via Wiener space2009

    • Author(s)
      Sergio Albeverio, Itaru Mitoma
    • Journal Title

      Bull. Sci. Math. 133

      Pages: 272-314

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the solutions of set-valued stochastic differential equations in M-type 2 Banach spaces2009

    • Author(s)
      Jingpig Zhang, Shoumei Li, Itaru Mitoma, Yoshiaki Okazaki
    • Journal Title

      Tohoku. Math. Jour. 61

      Pages: 417-440

    • NAID

      110007476055

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On set-valued stochastic integral in an M-type 2 Banach spaces2009

    • Author(s)
      Jingpig Zhang, Shoumei Li, Itaru Mitoma, Yoshiaki Okazaki
    • Journal Title

      Jour. Math. Analysis. Appl. 350

      Pages: 216-233

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] The two-parameter Poisson-Dirichlet point process2009

    • Author(s)
      Kenji Handa
    • Journal Title

      Bernoulli 15

      Pages: 1082-1116

    • Related Report
      2009 Annual Research Report 2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Large deviations for random upper semicontinuous functions2009

    • Author(s)
      Yukio Ogura
    • Journal Title

      Tohoku Mathematical Journal 61

      Pages: 213-223

    • NAID

      110007129530

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On set-valued stochastic differential equation of jump type2009

    • Author(s)
      Jinping Zhang
    • Journal Title

      Proceedings of the 10th International Conference on Intelligent Technologies(InTech'09)

      Pages: 493-499

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic expansion of perturbative Chern-Simons theory via Wiener space2009

    • Author(s)
      S.Albeverio
    • Journal Title

      Bull.Sci.Math. 133

      Pages: 272-314

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On the solutions of Set-valued stochastic differential equations in M-type 2 Banach spaces2009

    • Author(s)
      Jinpin Zhang
    • Journal Title

      Tohoku Mathematical Journal 61

      Pages: 417-440

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A strong law of large numbers of fuzzy set-valued random variables with slowly varying weights2008

    • Author(s)
      Li Guan, Shoumei Li, Yukio Ogura
    • Journal Title

      Int. Jour. Automation and Control 2

      Pages: 365-375

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On stochastic differential equations with fuzzy set coefficients2008

    • Author(s)
      Yukio Ogura
    • Journal Title

      Advances in Soft Computing (Soft Methods for Handling Variability and Imprecision) 48

      Pages: 263-270

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On stochastic differential equations\\ with fuzzy set coefficients2008

    • Author(s)
      Yukio Ogura
    • Journal Title

      Advances in Soft Computing (Soft Methods for Handling Variability and Imprecision) 48

      Pages: 263-270

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A strong law of large numbers of fuzzy set-valued random variables with slowly varying weights2008

    • Author(s)
      Yukio Ogura
    • Journal Title

      Int. J. Automation and Control 2

      Pages: 365-375

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On stochastic differen-tial equations with set coefficients and the Black-Scholes model2007

    • Author(s)
      Yukio Ogura
    • Journal Title

      Proceedings of the 8th International Conference on Intelligent Technologies (InTech'07)}, University of Technology Sydney

      Pages: 300-3004

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A strong law of large numbers of fuzzy set-valued random variables with slowly varying weights2007

    • Author(s)
      Li Guan, Shoumei Li, Yukio Ogura
    • Journal Title

      Proceedings of the 8th International Conference on Intelligent Technologies (InTech'07)}, University of Technology Sydney

      Pages: 82-86

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On some metrics compatible with the Fell-.2007

    • Author(s)
      Yukio Ogura
    • Journal Title

      Matheron topology, International Journal of Approximate Reasoning 46

      Pages: 65-73

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic expansion of the one loop approximation of the Chern-Simons integral in an abstract Wiener space setting2007

    • Author(s)
      Itaru Mitoma, Seiki Nishikawa
    • Journal Title

      Jour. Funct. Anal. 253

      Pages: 729-77

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic expansion of perturbative Chern-Simons theory via Wiener space2007

    • Author(s)
      Sergio Albeverio, Itaru Mitoma
    • Journal Title

      SFB 611No.322

      Pages: 50-50

    • Related Report
      2009 Final Research Report
  • [Journal Article] On a class of one-dimensional Markov processes with continuous paths2007

    • Author(s)
      Nobuyuki Ikeda, Yukio Ogura
    • Journal Title

      AMS Contemp. Math. 429

      Pages: 131-142

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] On stochastic differential equations with set coefficients and the Black-Scholes model2007

    • Author(s)
      Yukio Ogura
    • Journal Title

      Proceedings of the 8^<th> International Conference on Intelligent Technologies (InTech'07)}, University of Technology Sydney

      Pages: 300-3004

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Strong Law of Large Numbers of Fuzzy Set-Valued Random Variables with Slowly Varying Weights2007

    • Author(s)
      Li Guan
    • Journal Title

      Proceedings of the 8^<th> International Conference on Intelligent Technologies (lnTech'07)}, University of Technology Sydney

      Pages: 82-86

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On a class of one-dimensional Markov processes with continuous paths2007

    • Author(s)
      Nobuyuki Ikeda
    • Journal Title

      AMS Contemp.Math. 429

      Pages: 131-142

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On some metrics compatible with the Fell.Matheron topology2007

    • Author(s)
      Yukio Ogura
    • Journal Title

      International Journal of Approximate Reasoning 46

      Pages: 65-73

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Expansion of the One Loop Approximation of the Chern-Simons Integral in an Abstract Wiener Space Setting2007

    • Author(s)
      Itaru Mitoma
    • Journal Title

      J.Funct.Anal. 253

      Pages: 729-771

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] On set-valued stochastic differential equation of jump type2009

    • Author(s)
      Jinping Zhang, Yukio Ogura
    • Organizer
      Proceedings of the 10th International Conference on Intelligent Technologies (InTech'09)
    • Place of Presentation
      Guangxi Normal University
    • Year and Date
      2009-12-14
    • Related Report
      2009 Final Research Report
  • [Presentation] On set-valued stochastic differential equation of jump type2009

    • Author(s)
      Jinping Zhang
    • Organizer
      0th International Conference on Intelligent Technologies(InTech'09)
    • Place of Presentation
      Guangxi Normal University
    • Year and Date
      2009-12-14
    • Related Report
      2009 Annual Research Report
  • [Presentation] 移入を伴う分子過程の定常分布について2009

    • Author(s)
      半田賢司
    • Organizer
      研究集会「確率解析の理論と応用-さよなら箱崎」
    • Place of Presentation
      九州大学
    • Year and Date
      2009-07-25
    • Related Report
      2009 Final Research Report
  • [Presentation] 集合を係数にもつ確率微分方程式について2009

    • Author(s)
      小倉幸雄
    • Organizer
      研究集会「確率解析の理論と応用-さよなら箱崎」
    • Place of Presentation
      九州大学
    • Year and Date
      2009-07-24
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 移入を伴う分枝過程の定常分布について2009

    • Author(s)
      半田賢司
    • Organizer
      研究集会「確率解析の理論と応用-さよなら箱崎」
    • Place of Presentation
      九州大学
    • Year and Date
      2009-07-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] On stochastic differential equations with fuzzy set coefficients2008

    • Author(s)
      Yukio Ogura
    • Organizer
      Fourth International Workshop on Soft Methods in Probability and Statistics
    • Place of Presentation
      IRIT Universit\'{e} Paul Sabatie
    • Year and Date
      2008-09-09
    • Related Report
      2009 Final Research Report
  • [Presentation] On stochastic differential equations with fuzzy set coefficients2008

    • Author(s)
      Yukio Ogura
    • Organizer
      Fourth International Workshop on Soft Methods in Probability and Statistics
    • Place of Presentation
      IRIT Univesit\' {e} Paul Sabatier
    • Year and Date
      2008-09-09
    • Related Report
      2008 Annual Research Report
  • [Presentation] 集合係数の確率微分方程式についての注意2008

    • Author(s)
      小倉幸雄
    • Organizer
      日本数学会年会
    • Place of Presentation
      近畿大学
    • Year and Date
      2008-03-24
    • Related Report
      2009 Final Research Report 2007 Annual Research Report
  • [Presentation] On stochastic differen- tial equations with set coefficients and the Black&Scholes model2007

    • Author(s)
      Yukio Ogura
    • Organizer
      The Eighth Conference on Intelligent Technologies
    • Place of Presentation
      University of Technology Sydney
    • Year and Date
      2007-12-14
    • Related Report
      2009 Final Research Report
  • [Presentation] On stochastic differential equations with set coefficients and the Black & Scholes model2007

    • Author(s)
      Yukio Ogura
    • Organizer
      The Eight International Conference on Intelligent Technologies
    • Place of Presentation
      University of Technology Sydney,
    • Year and Date
      2007-12-14
    • Related Report
      2007 Annual Research Report
  • [Presentation] A Strong law of large numbers of fuzzy set-valued random variables with slowly varying weights2007

    • Author(s)
      Li Guan, Shoumei Li, Yukio Ogura
    • Organizer
      The Eighth Conference on Intelligent Technologies
    • Place of Presentation
      University of Technology Sydney
    • Year and Date
      2007-12-12
    • Related Report
      2009 Final Research Report
  • [Presentation] A Strong Law of Large Numbers of Fuzzy Set-Valued Random Variables with Slowly Varying Weights2007

    • Author(s)
      Li Guan
    • Organizer
      The Eight International Conference on Intelligent Technologies
    • Place of Presentation
      University of Technology Sydney,
    • Year and Date
      2007-12-12
    • Related Report
      2007 Annual Research Report
  • [Presentation] A remark on stochastic differential equations with set coefficients2007

    • Author(s)
      Yukio Ogura
    • Organizer
      Workshop on Se-valued Analysis
    • Place of Presentation
      Beijin University of Technology
    • Year and Date
      2007-10-12
    • Related Report
      2009 Final Research Report
  • [Presentation] A remark on stochastic differential equations with set coefficients2007

    • Author(s)
      Yukio Ogura
    • Organizer
      Workshop on Set-Valued Stochastic Analysis
    • Place of Presentation
      Beijing University of Technology,
    • Year and Date
      2007-10-12
    • Related Report
      2007 Annual Research Report
  • [Presentation] 2パラメータPoisson-Dirichlet点過程2007

    • Author(s)
      半田 賢司
    • Organizer
      日本数学会秋季総合分科会
    • Place of Presentation
      東北大学
    • Year and Date
      2007-09-21
    • Related Report
      2007 Annual Research Report
  • [Remarks]

    • URL

      http://www.ms.saga-u.ac.jp/~ogura/

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://www.ms.saga-u.ac.jp/~ogura/

    • Related Report
      2008 Annual Research Report
  • [Remarks]

    • URL

      http://www.ms.saga-u.ac.jp/~ogura/

    • Related Report
      2007 Annual Research Report

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

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