• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Search for a Sign of Critical Transition based on the Theory of Dynamical Systems

Research Project

Project/Area Number 26310208
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section特設分野
Research Field Mathematical Sciences in Search of New Cooperation
Research InstitutionKyoto University

Principal Investigator

Kokubu Hiroshi  京都大学, 理学研究科, 教授 (50202057)

Project Period (FY) 2014-07-18 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥15,600,000 (Direct Cost: ¥12,000,000、Indirect Cost: ¥3,600,000)
Fiscal Year 2018: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2017: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2015: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2014: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords力学系 / 臨界的遷移 / 分岐 / 位相的方法 / 時系列 / 大域的構造 / ノイズ / モース分解 / 予兆 / 計算トポロジー / 時系列データ / ダイナミクス
Outline of Final Research Achievements

A large-scale change in a system called “critical transition” is viewed as a global bifurcation in the dynamics, and is studied by employing recent progress in the theory of dynamical systems such as topological computation theory and Morse decompositions. The obtained results are as follows: (1) The topological computation theory for obtaining the global structure of dynamics in the form of Morse decompositions from time-series data generated from dynamical systems is adapted for noisy time-series data, called the MGSTD method, which is successfully applied to meteorological time-series data capturing an expected transition of pressure patterns. (2) Discovery and analysis of a hysteresis-like “bifurcation” in hybrid systems which models analogue of the walk-run transition in the human bipedal locomotion. (3) Development of the method for obtaining Morse decomposition of the spacio-temporal dynamics from spatial image data by using the methods in the topological data analysis.

Academic Significance and Societal Importance of the Research Achievements

臨界的遷移は大規模な災害や気候変動を予測し制御する上で重要な概念であるが,その根元的な理解は極めて不十分である.本研究では,その第1歩としての数理的な基礎研究を行い,力学系の大域的分岐理論がどのようにその理解に迫れるかに挑戦した.まだ決定的な理解には及ばないが,本研究で得られたMGSTD法は今後の実用研究にも活用できる可能性があると考えており,今後さらに研究を継続していく所存である.

Report

(7 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (20 results)

All 2019 2018 2017 2016 2015

All Journal Article (3 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 3 results,  Open Access: 2 results,  Acknowledgement Compliant: 1 results) Presentation (17 results) (of which Int'l Joint Research: 11 results,  Invited: 9 results)

  • [Journal Article] Topological computation analysis of meteorological time-series data.2019

    • Author(s)
      Morita, H., M. Inatsu, and H. Kokubu
    • Journal Title

      Journal of Society for Industrial and Applied Mathematics

      Volume: 18 Issue: 2 Pages: 1200-1212

    • DOI

      10.1137/18m1184746

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Formation mechanism of a basin of attraction for passive dynamic walking induced by intrinsic hyperbolicity2016

    • Author(s)
      Ippei Obayashi, Shinya Aoi, Kazuo Tsuchiya, Hiroshi Kokubu
    • Journal Title

      Proceedings of The Royal Society A: Mathematical, Physical and Engineering Sciences

      Volume: 472 Issue: 2190 Pages: 20160028-20160028

    • DOI

      10.1098/rspa.2016.0028

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Common formation mechanism of basin of attraction for bipedal walking models by saddle hyperbolicity and hybrid dynamics2015

    • Author(s)
      Ippei Obayashi, Shinya Aoi, Kazuo Tsuchiya, Hiroshi Kokubu
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 32 Issue: 2 Pages: 315-332

    • DOI

      10.1007/s13160-015-0181-9

    • NAID

      210000186910

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Morse decomposition of dynamics from time-series data2019

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      Workshop on Data Analysis and Machine Learning in Dynamical Systems,
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Morse decomposition of dynamics from time-series data and its application2019

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      EASIAM Wuhan University, Wuhan, China
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Topological computation analysis of meteorological time-series data2019

    • Author(s)
      Hidetoshi Morita
    • Organizer
      Workshop on Data Analysis and Machine Learning in Dynamical Systems,
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Topological computation analysis of meteorological time-series data2019

    • Author(s)
      森田英俊,稲津將,國府寛司
    • Organizer
      日本応用数理学会2019年度年会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Computer-assisted Approach to Global Dynamics of Multi-parameter Systems2018

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      KSIAM Spring Conference, KAIST, Daejeon, South Korea
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 倒立バネ振り子モデルによるヒトの歩行・走行・転倒の分岐2018

    • Author(s)
      森田英俊,青井伸也,土屋和雄,國府寛司
    • Organizer
      RIMS共同研究「統計的モデリングと予測理論のための統合的数理研究の実践」,京都大学数理解析研究所
    • Related Report
      2018 Annual Research Report
  • [Presentation] 倒立バネ振り子モデルによるヒトの歩行・走行・転倒の分岐2018

    • Author(s)
      森田英俊,青井伸也,土屋和雄,國府寛司
    • Organizer
      日本応用数理学会,名古屋大学
    • Related Report
      2018 Annual Research Report
  • [Presentation] 倒立バネ振り子モデルによるヒトの歩行・走行・転倒の分岐2018

    • Author(s)
      森田英俊,青井伸也,土屋和雄,國府寛司
    • Organizer
      日本物理学会,同志社大学
    • Related Report
      2018 Annual Research Report
  • [Presentation] ハイブリッド力学系における新しい分岐:ヒトの歩行・走行・転倒の解析に向けて2018

    • Author(s)
      森田英俊,青井伸也,土屋和雄,國府寛司
    • Organizer
      応用数学合同研究集会,龍谷大学
    • Related Report
      2018 Annual Research Report
  • [Presentation] Stability and bifurcations of some simple models of the human bipedal locomotion2018

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      The Third International Conference on the Dynamics of Differential Equations
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Morse decomposition of dynamical systems from time-series data2017

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      nternational Conference "Mathematical Analysis on Nonlinear PDEs"
    • Place of Presentation
      Tohoku University, Sendai, Japan
    • Year and Date
      2017-01-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Stability of bipedal locomotion: a dynamical system approach2017

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      2017 International Workshop on Industrial and Applied Mathematics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A new hysteresis mechanism in hybrid dynamical systems2017

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      A3 joint Workshop on Fluid Dynamics and Material Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Morse Decompositions of global dynamics from image data2016

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      Patterns of Dynamics
    • Place of Presentation
      Free University of Berlin, Berlin, Germany
    • Year and Date
      2016-07-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 力学系の時系列解析とモース分解2016

    • Author(s)
      國府寛司
    • Organizer
      研究集会「力学系と計算」
    • Place of Presentation
      京都大学数学教室
    • Year and Date
      2016-03-24
    • Related Report
      2015 Annual Research Report
  • [Presentation] Dynamical time-series analysis for Morse decomposition - an application to noisy meteorological data -2015

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      AMS Fall Eastern Sectional Meeting
    • Place of Presentation
      Rutgers University, New Brunswick, USA
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamical time series analysis based on topological computation theory for global dynamics2015

    • Author(s)
      Hiroshi Kokubu
    • Organizer
      2015 International Conference on Nonlinear Economic Dynamics
    • Place of Presentation
      Tama Campus, Chuo University
    • Year and Date
      2015-06-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited

URL: 

Published: 2014-09-09   Modified: 2023-03-23  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi