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Statistical physics approach to the robustness of evolving open systems

Research Project

Project/Area Number 15K05202
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Mathematical physics/Fundamental condensed matter physics
Research InstitutionThe University of Tokyo

Principal Investigator

SHIMADA Takashi  東京大学, 大学院工学系研究科(工学部), 准教授 (90431791)

Research Collaborator MURASE Yohsuke  
OGUSHI Fumiko  
Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords頑健性・安定性 / 多様性 / 開放系 / 非平衡相転移 / 共存 / ネットワーク / 頑健性 / 安定性 / 生態系 / 経済・社会系 / 集団での追跡・逃走 / 社会系 / 自己組織的臨界性 / 進化系 / 相転移 / システミックリスク
Outline of Final Research Achievements

The robustness against inclusion of new elements is an essential feature of diverse kinds of real complex systems such as living organisms, ecosystems, social and economic systems, and complex engineering system with bottom-up design principle. A recently proposed simple model has revealed a general mechanism of determining the robustness of such systems against inclusion of elements with totally random interactions.
In this project, we obtained better understanding about the robustness of evolving open systems thorough investigations on some types of extended models and finer comparison to the real data. For example, the interaction in many real systems has bidirectional nature like mutual symbiosis, predation, and competition in ecology. We indeed found the strong reinforcement effect of the bidirectionality of the interactions on the robustness of evolving systems.

Academic Significance and Societal Importance of the Research Achievements

本研究で理解の深まった「開放進化系の頑健性」が多くの現実の系に共通する性質を捉えているものと考えられる。このことは実際に本研究中に行った現実系のデータとの比較解析によっても確認された。
この吟味と、相互作用に相関構造を入れた場合などの拡張モデルについて本研究課題を通じて得られた新しい知見とを合わせて、本理論研究の成果は現実の大規模系についての理解をより深くた。
また、そのことを通じて現実の系の制御・設計の原理に関しても新しい視点を与えたものと言える。

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

    (26 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (1 results) Journal Article (6 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 6 results,  Open Access: 6 results,  Acknowledgement Compliant: 2 results) Presentation (17 results) (of which Int'l Joint Research: 10 results,  Invited: 2 results) Book (2 results)

  • [Int'l Joint Research] Aalto University(Finland)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Statistical Physics Approach to the Impermanence and Robustness of <i>Ecosystems</i>2018

    • Author(s)
      島田 尚, 村瀬洋介, 小串典子
    • Journal Title

      Seibutsu Butsuri

      Volume: 58 Issue: 5 Pages: 241-244

    • DOI

      10.2142/biophys.58.241

    • NAID

      130007492744

    • ISSN
      0582-4052, 1347-4219
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Effect of Laziness in Group Chase and Escape2017

    • Author(s)
      Makoto Masuko, Takayuki Hiraoka, Nobuyasu Ito, and Takashi Shimada,
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 86 Issue: 8 Pages: 085002-085002

    • DOI

      10.7566/jpsj.86.085002

    • NAID

      210000134488

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Enhanced robustness of evolving open systems by the bidirectionality of interactions between elements2017

    • Author(s)
      Fumiko Ogushi, Janos Kertesz, Kimmo Kaski, and Takashi Shimada
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1 Pages: 6978-6978

    • DOI

      10.1038/s41598-017-07283-9

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A mean-field analysis of the simple model of evolving open systems2016

    • Author(s)
      Takashi Shimada and Fumiko Ogushi
    • Journal Title

      Journal of Physics: Conference Series

      Volume: 750 Pages: 012008-012008

    • DOI

      10.1088/1742-6596/750/1/012008

    • NAID

      40020880970

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Do Connections Make Systems Robust?: A New Scenario for the Complexity-Stability Relation2015

    • Author(s)
      Takashi Shimada, Yohsuke Murase, Nobuyasu Ito
    • Journal Title

      Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014

      Volume: 1 Pages: 99-109

    • DOI

      10.1007/978-3-319-20591-5_9

    • ISBN
      9783319205908, 9783319205915
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Universal Lifetime Distribution for Multi-Species Systems2015

    • Author(s)
      Yohsuke Murase, Takashi Shimada, Nobuyasu Ito, Per Arne Rikvold
    • Journal Title

      Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014

      Volume: 1 Pages: 175-186

    • DOI

      10.1007/978-3-319-20591-5_16

    • ISBN
      9783319205908, 9783319205915
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] The Strong Reinforcement Effects of Bidirectionality of Interactions on the Robustness of Evolving Open Systems2018

    • Author(s)
      T. Shimada, F. Ogushi, K. Kaski, and J. Kertesz
    • Organizer
      CCS2018 (main conference) (2018/9/24, Thessaloniki, Greece)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bidirectional interactions Enhance the Robustness of the Evolving Open Systems2018

    • Author(s)
      Takashi Shimada and Fumiko Ogushi
    • Organizer
      NetSciX 2018
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 集団追跡・逃走モデルにおける“怠け”の効用2018

    • Author(s)
      島田尚、増子真、伊藤伸泰
    • Organizer
      電子情報通信学会 Complex Communication Sciences 2017年度第4回第1種研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] 開放進化系の頑健性について2017

    • Author(s)
      島田 尚
    • Organizer
      第1回松江数値生物学・現象数理学ワークショップ
    • Related Report
      2017 Research-status Report
  • [Presentation] 双方向性相互作用を持つ開放進化系における頑健性転移(2)2017

    • Author(s)
      小串典子、島田尚
    • Organizer
      日本物理学会2017年次大会
    • Place of Presentation
      大阪大学
    • Related Report
      2016 Research-status Report
  • [Presentation] Transition in robustness of evolving systems2016

    • Author(s)
      Takashi Shimada
    • Organizer
      Recent Developments in Computer Simulational Studies in Condensed Matter Physics
    • Place of Presentation
      Georgia Univ. (Athens, GA, US)
    • Year and Date
      2016-02-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Lifetime distributions of the elements in growing systems2016

    • Author(s)
      Takashi Shimada, Yohsuke Murase
    • Organizer
      Artificial Life and Robotics 20th
    • Place of Presentation
      別府ビーコンプラザ (大分県別府市)
    • Year and Date
      2016-01-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] On the robustness of open evolving systems2016

    • Author(s)
      Takashi Shimada
    • Organizer
      NetSci 2016
    • Place of Presentation
      Kホテルソウル(韓国)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Robustness of evolving open systems with mutual interactions2016

    • Author(s)
      Takashi Shimada, Fumiko Ogushi
    • Organizer
      日本数理生物学会2016年会
    • Place of Presentation
      九州大学伊都キャンパス
    • Related Report
      2016 Research-status Report
  • [Presentation] 自己組織臨界性を示す開放進化系モデル2016

    • Author(s)
      島田 尚
    • Organizer
      日本物理学会2016秋分科会
    • Place of Presentation
      金沢大学
    • Related Report
      2016 Research-status Report
  • [Presentation] On the robustness and growth of open evolving systems2016

    • Author(s)
      Takashi Shimada
    • Organizer
      JKCCS workshop 2016
    • Place of Presentation
      Pukyong 大学(韓国)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A complexity-robustness relation in evolving open systems2016

    • Author(s)
      Takashi Shimada
    • Organizer
      Interdisciplinary Applications of Nonlinear Science
    • Place of Presentation
      鹿児島大学
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Critical and non-critical behaviors in evolving sytems2016

    • Author(s)
      Takashi Shimada
    • Organizer
      A mini-workshop on complexity theory and its applications
    • Place of Presentation
      上海理工大学(中国)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 自由度の増減を許した動的な系の頑健性決定機構について2015

    • Author(s)
      島田尚、村瀬洋介、伊藤伸泰
    • Organizer
      日本物理学会2015秋季大会
    • Place of Presentation
      関西大学 (大阪府吹田市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Research-status Report
  • [Presentation] 開放進化系の構造と頑健性について2015

    • Author(s)
      島田尚、小串典子
    • Organizer
      日本物理学会2015秋季大会
    • Place of Presentation
      関西大学 (大阪府吹田市)
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Another look at the diversity-stability relation2015

    • Author(s)
      Takashi Shimada
    • Organizer
      2015 Joint Meeting of The 5th China-Japan-Korea Colloquium on Mathematical Biology and The Japanese Society for Mathematical Biology
    • Place of Presentation
      同志社大学 (京都市上京区)
    • Year and Date
      2015-08-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A complexity-stability relation in evolving open systems2015

    • Author(s)
      Takashi Shimada
    • Organizer
      Models of Life
    • Place of Presentation
      Krogeup Hoejskole, (Humlebaek, Denmark)
    • Year and Date
      2015-08-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] Mathematical Approaches to Biological Systems2015

    • Author(s)
      Takashi Shimada
    • Total Pages
      23
    • Publisher
      Springer Japan
    • Related Report
      2015 Research-status Report
  • [Book] シミュレーション2015

    • Author(s)
      島田尚
    • Total Pages
      5
    • Publisher
      日本シミュレーション学会
    • Related Report
      2015 Research-status Report

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

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