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Study on nonlinear partial differential equations arising in the mathematical finance

Research Project

Project/Area Number 15K04992
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionChuo University

Principal Investigator

ISHIMURA NAOYUKI  中央大学, 商学部, 教授 (80212934)

Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords伝染病発生 / リスク評価 / 離散過程 / 伊藤の公式 / コピュラ / 時間発展 / 為替相関 / 順位相関 / 非線形 / 発展方程式 / VaR / リスク管理 / 数理ファイナンス / 保険数理 / VaR / 最適化問題 / 伊藤の補題
Outline of Final Research Achievements

Through the study of nonlinear partial differential equations arising in the mathematical finance, we establish several results on nonlinear analysis. To be precise, we propose a risk estimation model for an insurer due to the epidemic outbreaks and estimate its risk. Next, we analyze the optimal portfolio problem in discrete processes with two independent random variables; we derive the discrete analogue of the famous Ito formula and prove the convergence from discrete to continuous setting. Finally, we apply the evolution of copulas to the analysis of foreign exchange rate and show the validity of the concept of evolution of copulas.

Academic Significance and Societal Importance of the Research Achievements

伝染病発生による保険会社のリスク評価モデルは,ヒトやモノの移動が盛んな現代社会の一つのリスクを明らかにしてその評価を行うという意味で,数理解析学の社会への応用可能性を示すものである。2つの独立な離散型確率過程に関する成果は,伊藤の公式と関連させて収束性を示したという点で新しい知見である。最後にコピュラの時間発展に関しては,為替相関のある種の現象をうまく説明できることを実証したことで,導入されたコピュラの時間発展の概念が有効であることを示した。解析の可能性を拡げたといえる。

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (17 results)

All 2019 2018 2017 2016 2015 Other

All Journal Article (8 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 8 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (7 results) (of which Int'l Joint Research: 5 results,  Invited: 6 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Time evolution of copulas and foreign exchange markets2018

    • Author(s)
      Ivan Kupka, Jozef Kisel'ak, Naoyuki Ishimura, Yasukazu Yoshizawa, Ledys Salazar, and Milan Stehlik
    • Journal Title

      Information Sciences

      Volume: 467 Pages: 163-178

    • DOI

      10.1016/j.ins.2018.07.052

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Evolution of multivariate copulas in continuous and discrete processes2018

    • Author(s)
      Yasukazu Yoshizawa and Naoyuki Ishimura
    • Journal Title

      Intelligent Systems in Accounting, Finance and Management

      Volume: 25 Issue: 1 Pages: 44-59

    • DOI

      10.1002/isaf.1420

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ON THE CONVERGENCE OF DISCRETE PROCESSES WITH MULTIPLE INDEPENDENT VARIABLES2017

    • Author(s)
      Ishimura, N. and Yoshida, N.
    • Journal Title

      The ANZIAM Journal

      Volume: 印刷中 Issue: 3-4 Pages: 379-385

    • DOI

      10.1017/s1446181116000389

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Numerical limit and its application to a blow-up problem related to default risk2017

    • Author(s)
      Yuya Sasaki, Hiroko Soutome, Hitoshi Imai, and Naoyuki Ishimura
    • Journal Title

      Advances in Mathematical Sciences and Applications

      Volume: 26 Pages: 29-38

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evolution of Copulas in Discrete Processes with Application to a Numerical Modeling of Dependence Relation Between Exchange Rates2017

    • Author(s)
      Naoyuki Ishimura and Yasukazu Yoshizawa
    • Journal Title

      Springer Lecture Notes in Computer Sciences

      Volume: 10187 Pages: 350-357

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Remarks on the Optimal Portfolio Problem in Discrete Variables with Multiple Stochastic Processes2016

    • Author(s)
      Yoshida, N. and Ishimura, N.
    • Journal Title

      International Journal of Modeling and Optimization

      Volume: 6 Issue: 2 Pages: 96-99

    • DOI

      10.7763/ijmo.2016.v6.511

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Risk estimation model on epidemic outbreaks for an insurer2016

    • Author(s)
      Naoyuki Ishimura, Daniel Komadel, Yasukazu Yoshizawa
    • Journal Title

      ASTIN Colloquium 2016(http://www.actuaries.org/lisbon2016/papers/19.NaoyukiIshimuraPaper.pdf)

      Volume: 2016

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Estimate on the Risk of Epidemic Outbreaks for an Insurer: A Simple Stochastic Model2015

    • Author(s)
      Chiaki Ishii, Naoyuki Ishimura, takahiko Fujita
    • Journal Title

      International Journal of Modeling and Optimization

      Volume: 5 Issue: 2 Pages: 161-165

    • DOI

      10.7763/ijmo.2015.v5.454

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Evolution of copulas in discrete and continuous processes2019

    • Author(s)
      Naoyuki Ishimura
    • Organizer
      International Conference on Applied Physics and Mathematics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Evolution of copulas in discrete processes with application to the analysis of dependence relation between exchange rates2018

    • Author(s)
      Naoyuki Ishimura
    • Organizer
      Annual Meeting of Taiwan Society for Industrial and Applied Mathematics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mathematical models for estimating the risk of epidemic outbreaks2018

    • Author(s)
      Naoyuki Ishimura
    • Organizer
      2018 8th International Conference on Applied Physics and Mathematics
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Discrete Stochastic Calculus and it Applications2017

    • Author(s)
      Naoyuki Ishimura
    • Organizer
      2017 7th International Conference on Applied Physics and Mathematics (ICAPM 2017)
    • Place of Presentation
      Surugadai Memorial Hall, Tokyo
    • Year and Date
      2017-01-21
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 社会現象を記述する微分方程式2017

    • Author(s)
      石村直之
    • Organizer
      2017年度東京大学大学院数理科学研究科公開講座「現象を記述する微分方程式」
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Evolution of copulas in discrete processes with application to numerical modeling2016

    • Author(s)
      Naoyuki Ishimura
    • Organizer
      NAA 16: 6th Conference on Numerical Analysis and Applications
    • Place of Presentation
      Lozenetz, Bulgaria
    • Year and Date
      2016-06-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Recent Development of the Theory of Copulas and its Applications2016

    • Author(s)
      Naoyuki Ishimura
    • Organizer
      2016 6th International Conference on Applied Physics and Mathematics (ICAPM 2016)
    • Place of Presentation
      Quality Hotel, Singapore
    • Year and Date
      2016-01-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] 東京大学工学教程 基礎系数学 非線形数学2016

    • Author(s)
      吉田善章,永長直人,石村直之,西成活裕
    • Total Pages
      212
    • Publisher
      丸善出版
    • Related Report
      2015 Research-status Report
  • [Remarks] 中央大学 研究者情報データベース

    • URL

      http://ir.c.chuo-u.ac.jp/researcher/thesis/00015106.html

    • Related Report
      2016 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2020-03-30  

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