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Stochastic numerical schemes to stochastic dynamical systems with conserved quantities

Research Project

Project/Area Number 09640285
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 InstitutionNagoya City University

Principal Investigator

MISAWA Tetsuya  Nagoya City Univ., Fact.of Economics, Associate Prof., 経済学部, 助教授 (10190620)

Co-Investigator(Kenkyū-buntansha) HASHIMOTO Yoshiaki  Nagoya City Univ., Inst.of Natural Sci., Prof., 自然科学研究教育センター, 教授 (50106259)
MIYAHARA Yoshio  Nagoya City Univ., Fact.of Economics, Prof., 経済学部, 教授 (20106256)
SHIMIZU Akinobu  Nagoya City Univ., Inst.of Natural Sci., Prof., 自然科学研究教育センター, 教授 (10015547)
Project Period (FY) 1997 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1998: ¥700,000 (Direct Cost: ¥700,000)
KeywordsStochastic dynamical systems / Conserved quantities and symmetry / Stochastic numerical analysis / Wavelet interpolation / Fleming-Viot processes / Mathematical finance / Stochastic analysis / Gevrey hypoellipticity / ウェーブレット関数補間 / 構造再現性 / 非線形マクロ動学 / Fleming-Viot過程 / wavelet解析
Research Abstract

This study is dealt with the stochastic difference schemes and related topics for stochastic dynamical systems governed by stochastic differential equations which have conserved quantities. The head investigator, T.Misawa, focuses on an one-dimensional stochastic Hamilton dynamical system in which the energy function (Hamiltonian) becomes a conserved quantity. For the system, he proposes two energy conservative stochastic difference schemes which leave Hamiltonians numerically invariant. and proves that the local error orders of accuracy of numerical solutions derived from the stochastic schemes are 2 and 4 respectively. Moreover, as a fundamental study for the thema, Nisawa also investigates on a method for deriving conserved quantities from symmetry in stochastic systems, the similarity method (a method of the reduction of the order of stochastic equations), and the relations between conserved quantities and symmetry in stochastic Hamilton systems.
As the related topics, Misawa treats the numerical simulations of a stochastic business cycle model in an open economy, a wavelet interpolation method with simulated annealing in time series analysis. A.Shimizu works with a genealogical problem of a stepping stone Fleming-Viot process and examines the fractional moments of the first returning time of positively recurrent Markov.chains. Y.Miyahara is concerned with stochastic analysisof the pricing problem of contingent claims ; he investigates on minimal entropy martingale measures of jump type price processes in incomplete assets markets. Y.Hashimoto deals with in the relation between positive-definite generalized functions and the heat kernel. Through the studies, we find out that stochastic numerical method is useful for the analysis of the several stochastic problems in such topics.

Report

(3 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • Research Products

    (47 results)

All Other

All Publications (47 results)

  • [Publications] T.Misawa: "The similarity method in stochastic dynamical systems" IMA Journal of Applied Mathematics. 59. 261-272 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Asada, T.Inaba and T.Misawa: "Nonlinear business cycle model in an open economy : noise effects on the dynamics" Proceedings of 1997 International Symposium on Nonlinear Theory and its Applications. 505-508 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 浅田 統一郎・稲葉 敏夫 三澤 哲也: "開放経済における非線形マクロ動学モデル : 数値シミュレーション分析" 『経済学論纂』、中央大学経済学部. 38. 181-200 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Misawa: "A method for deriving conserved quantities from symmetry of stochastic dynamical systems" Nuovo Cimento B. 113. 421-428 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Asada, T.Misawa and T.Inaba: "Nonlinear business cycle model with flexible foreign exchange rates : noise effects on the dynamics" Proceedings of 1998 International Symposium on Nonlinear Theory and its Applications. 1209-1212 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 三澤 哲也・森 隆一: "Simulated Annealingによる時系列データのWavelet近似" 文部省統計数理研究所・共同研究リポート. 114. 30-39 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Misawa: "Conserved quantities and symmetries in stochastic dynamical systems" Ann.Inst.Statist.Math.to appear.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 肖 凱・宮原 孝夫・三澤 哲也: "Optimal portfolio problem with log-utility function for unobservable mean return" 京都大学数理解析研究所講究録「力学系と微分幾何学」. to appear.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] A.Shimizu: "A genealogical problem of a stepping stone Fleming-Viot process" Annual Review 1997, Institute of Natural Scienes, Nagoya City University. 2. 13-23 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 志賀 徳造・清水 昭信・曽雌 隆洋: "正再帰マルコフ連鎖に関する初再帰時間の分数冪モーメントについて" 京都大学数理解析研究所講究録「測度値確率過程の確率解析」. to appear.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Miyahara: "Canonical Martingale Measures of Jump Type Price Processes in Incomplete Assets Markets" Faculty of Economics, Nagoya City University Discussion Paper. 221. 1-22 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 宮原 孝夫: "LogLevy Process + CMMによる価格付け理論" 『オイコノミカ』(名古屋市立大学経済学部). 34. 41-49 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 宮原 孝夫: "最近のMathematical Finance理論について" Chubu Forum for Mathematical Sciences. 4. 1-13 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Miyahara: "Minimal Entropy Martingale Measures of Jump Type Price Processes in Incomplete Assets Markets" Asia-Pacific Financial Markets (to appear). 6. (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Hashimoto: "Positive-definite Generalized Functions and the Heat Equations" Annual Review 1998, Institute of Natural Sciences Nagoya City University. 3(to appear). (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 大和瀬 達二、三澤 哲也、赤尾 健一、大阿久 博、横尾 昌則 共訳: "ウェイブル「進化ゲームの理論」" 文化書房博文社, 342 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Misawa: ""The similarity method in stochastic dynamical systems"" IMA Journal of Applied Mathematics. 59. 261-271 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Asada, T.Inada and T.Misawa: ""Nonlinear business cycle model in an open economy : noise effects on the dynamics"" Proc.of 1997 International Symposium on Nonlinear Theory and its Applications. 505-508 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Asada, T.Inaba and T.Misawa: ""A nonlinear macrodynamic model in an open economy : numerical simulations" (in Japanese)" "KEIZAIGAKU RONSAN" (Journal of Economics, Chuo Univ.). 38. 181-200 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Misawa: ""A method for deriving conserved quantities from symmetry of stochastic dynamical systems"" Nuovo Cimento B. 113. 421-428 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Asada, T.Misawa and T.Inaba: ""Nonlinear business cycle model with flexible foreign exchange rates : noise effects on the dynamics"" Proc.of 1998 International Symposium on Nonlinear Theory and its Applications. 1209-1212 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Misawa ・ T.Mori: ""Wavelet interpolation method with simulated annealing" (in Japanese)" Inst.of Statist.Math., Cooperative Research Report. 114. 30-39 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Misawa: ""Conserved quantities and symmetries in stochastic dynamical systems"" Annals of the Institute of Statistical Mathematics. (to appear).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] K.Xiao ・ Y.Miyahara ・ T.Misawa: ""Optimal portfolio problem with log-utility function for unobservable mean return (in Japanese)" RIMS "Kokyuroku", "Dynamical Systems and Differential Geometry", Research Inst.Math.Sci., Kyoto Univ.(to appear).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] A.Shimizu: ""A genealogical problem of a stepping stone Fleming-Viot process"" Annual Review 1997, Inst.of Natural Scienes, Nagoya City Univ.2. 13-23 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Shiga, A.Shimizu and T.Soshi: ""On the fractional moments of the first returning time for positively recurrent Markov chains" (in Japanese)" RIMS "Kokyuroku", "Stochastic Analysis on Mesure-Valued Stochastic Processes", Research Inst.Math.Sci., Kyoto Univ.(to appear).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Miyahara: ""Canonical martingale measures of jump type price processes in incomplete assets markets"" Discussion Paper, Faculty of Econimics, Nagoya City Univ.221. 1-22 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Miyahara: ""Pricing theory of assets by the method of logLevy process + CMM'" (in Japanese)" "OIKONOMIKA" (Journal of Economics, Nagoya City Univ.). 34. 41-49 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Miyahara: ""On the recent pricing theory on mathematical finance" (in Japanese)" Chubu Forum for Mathematical Sciences. 4. 1-13 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Miyahara: ""Minimal entropy martingale measures of jump type price process in incomplete assets markets"" Asia-Pacific Financial Markets, 6 (Special volume : "Mathematical Finance"). (to appear). (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Hashimoto: "Positive-definite generalized functions and the heat equations"" Annual Review 1998, Inst.of Natural Sciences, Nagoya City Univ.3 (to appear). (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 宮原 孝夫: "最近のMathematical Finance理論について" Chubu Forum for Mathematical Sciences. 4. 1-13 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Y.Miyahara: "Minimal Entropy Martingale Measures of Jump Type Price Processes in Incomplete Assets Markets" Asia-Pacific Financial Markets. 6 (to appear). (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] Y.Hashimoto: "Positive-definite Generalized Functions and the Heat Equations" Annual Review 1998, Institute of Natural Sciences Nagoya City University. 3 (to appear). (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] T.Asada, T.Misawa and T.Inaba: "Nonlinear business cycle model with flexible foreign exchange rates : noise effects on the dynamics" Proceedings of 1998 International Symposium on Nonlinear Theory and its Applications. 1209-1212 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 三澤 哲也・森 隆一: "Simulated Annealingによる時系列データのWavelet近似" 文部省統計数理研究所・共同研究リポート. 114. 30-39 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] T.Misawa: "Conserved quantities and symmetries in stochastic dynamical systems" Ann.Inst.Statist.Math.(to appear).

    • Related Report
      1998 Annual Research Report
  • [Publications] 肖 凱・宮原 孝夫・三澤 哲也: "Optimal portfolio problem with log-utility function for unobservable mean return" 京都大学数理解析研究所講究録 力学系と微分幾何学. (to appear).

    • Related Report
      1998 Annual Research Report
  • [Publications] 志賀 徳造・清水 昭信・曽雌 隆洋: "正再帰マルコフ連鎖に関する初再帰時間の分数幕モーメントについて" 京都大学数理解析研究所講究録 測度値確率過程の確率解析. (to appear).

    • Related Report
      1998 Annual Research Report
  • [Publications] 宮原 孝夫: "LogLevy Process + CMMによる価格付け理論" オイコノミカ(名古屋市立大学経済学部). 34. 41-49 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 大和瀬 達二、三澤 哲也 赤尾 健一、大阿久 博、横尾 昌則 共訳: "ウェイブル 進化ゲームの理論" 文化書房博文社, 342 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] T.Misawa: "The similarity method in stochastic dynamical systems" IMA Journal of Applied Mathematics. 59. 261-272 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] T.Misawa: "A method for deriving conserved quantities from the symmetry of stochastic dynamical systems" Nuovo Cimento B. (to appear). (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] T.Asada, T.Inaba and T.Misawa: "Nonlinear business cycle model in an open economy : noise effects on the dynamics" Proceedings of 1997 International Symposium on Nonlinear Theory and its Applications. 505-507 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 浅田統一郎、稲葉敏夫、三澤哲也: "開放経済における非線形マクロ動学モデル:数値シミュレーション分析" 経済学論纂(中央大学). 38・6 (to appear). (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] A.Shimizu: "A genealogical problem of a stepping stone Fleming-Viot process" Annual Review,Institute of Natural Sciences Nagoya City University. 2 (to appear). (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 橋本佳明: "特異摂動問題のウェーブレット解析" Annual Review,Institute of Natural Sciences Nagoya City University. 2 (to appear). (1997)

    • Related Report
      1997 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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