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Analysis on critical states of percolation transition on strongly correlated complex network multiplexes

Research Project

Project/Area Number 17K05590
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 InstitutionKochi National College of Technology

Principal Investigator

TANIZAWA Toshihiro  高知工業高等専門学校, ソーシャルデザイン工学科, 教授 (60311106)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords複雑ネットワーク理論 / 臨界現象 / 相転移 / 数値シミュレーション / 複雑ネットワーク / 統計物理 / 数理物理 / パーコレーション転移 / 強相関系
Outline of Final Research Achievements

In 2007, Noh pointed out that percolation transition on ER networks with assortative correlation in node connection does not belong to mean-field type. However, it is not yet clear that whether it is generally applicable to networks with assortative correlation in node connection.
In this study, I performed extensive numerical simulations for networks with power-law degree distributions and assortative correlation in node connection and confirmed that the peak disappearance in finite-size cluster distribution at percolation transition does not observed. The apparent inconsistency between this result and Noh's might come from the difference in their network structure. To clarify this, analytical arguments based on rigorous equations is necessary.

Academic Significance and Societal Importance of the Research Achievements

複雑ネットワークは規則的配列を取る正方格子よりも一般的な構造を持ち,統計物理学における相転移現象の研究対象としても興味深い。本研究課題は,ノード結合に正の次数相関があるネットワーク上でのパーコレーションが平均場型か否かという未解決問題を解明しようというもので,構成要素間の相関を取り入れた相転移現象の考察という点においても意義深い。本研究の成果から正相関ネットワークにおいては転移のタイプがネットワーク構造に依存する可能性が示唆され,その依存性をさらに理論的に厳密に考察する必要があることが明らかになった。

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (17 results)

All 2020 2019 2018 2017

All Journal Article (2 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 2 results) Presentation (12 results) (of which Int'l Joint Research: 9 results) Book (3 results)

  • [Journal Article] Long-range correlation properties of stationary linear models with mixed periodicities2019

    • Author(s)
      Tomomichi Nakamura, Michael Small, and Toshihiro Tanizawa
    • Journal Title

      Physical Review E

      Volume: 99 Issue: 2 Pages: 022128-022128

    • DOI

      10.1103/physreve.99.022128

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Constructing directed networks from multivariate time series using linear modelling technique2018

    • Author(s)
      Toshihiro Tanizawa, Tomomichi Nakamura, Fumihiko Taya, and Michael Small
    • Journal Title

      Physica A: Statistical Mechanics and Its Applications

      Volume: 512 Pages: 437-455

    • DOI

      10.1016/j.physa.2018.08.137

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] プラズマ乱流時系列データのネットワーク表現2020

    • Author(s)
      谷澤俊弘,中村知道,稲垣滋,糟谷直宏
    • Organizer
      第37回プラズマ・核融合学会年会(Zoomによるオンライン開催)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Percolation transition on scale-free networks with strong degree assortativity2020

    • Author(s)
      Toshihiro Tanizawa
    • Organizer
      NetSciX-Tokyo
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Constructing networks for multivariate nonlinear and nonstationary time series2020

    • Author(s)
      Tomomichi Nakamura and Toshihiro Tanizawa
    • Organizer
      NetSciX-Tokyo
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Percolation on scale-free networks with assortative degree correlation2019

    • Author(s)
      Toshihiro Tanizawa
    • Organizer
      NetSci2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] The GitHub Project, Network Science in Your Pokect2019

    • Author(s)
      Toshihiro Tanizawa
    • Organizer
      NetSciEd2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Constructing directed networks from multivariate time series using linear modeling technique2019

    • Author(s)
      Toshihiro Tanizawa
    • Organizer
      CompleNet'19
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Percolation transition on scale-free networks with assortative degree correlation2018

    • Author(s)
      Toshihiro Tanizawa
    • Organizer
      Complex Networks 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Building Web contents for the Project, 'Network Science in Your Pocket'2018

    • Author(s)
      Toshihiro Tanizawa
    • Organizer
      NetSciEd2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 強次数相関ネットワーク上のパーコレーション転移における臨界現象について2018

    • Author(s)
      谷澤 俊弘
    • Organizer
      日本物理学会秋季大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 多変数時系列データのネットワーク表示2018

    • Author(s)
      谷澤俊弘,中村知道
    • Organizer
      日本物理学会第73回年次大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Constructing directed networks from multivariate time series via linear modeling technique2017

    • Author(s)
      Toshihiro Tanizawa, Tomomichi Nakamura, and Michael Small
    • Organizer
      International School and Conference on Network Science (NetSci2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Constructing networks from multivariate time series data2017

    • Author(s)
      Toshihiro Tanizawa, Tomomichi Nakamura, and Michael Small
    • Organizer
      First International Summer Institute on Network Physiology (ISINP)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Book] Pythonと複雑ネットワーク分析2019

    • Author(s)
      林幸雄、谷澤俊弘、鬼頭朋美、岡本洋
    • Total Pages
      192
    • Publisher
      近代科学社
    • ISBN
      9784764906020
    • Related Report
      2019 Research-status Report
  • [Book] ネットワーク科学2019

    • Author(s)
      アルバート=ラズロ・バラバシ(監訳者:池田裕一,井上寛康,谷澤俊弘)
    • Total Pages
      472
    • Publisher
      共立出版
    • ISBN
      9784320124479
    • Related Report
      2018 Research-status Report
  • [Book] Network Science in Education2018

    • Author(s)
      編者:C. Cramer, M.A. Porter, H. Sayama, L. Sheetz, and S.M. Uzzo (Ch12: Toshihiro Tanizawa))
    • Total Pages
      205
    • Publisher
      Springer International Publishing
    • ISBN
      9783319772363
    • Related Report
      2018 Research-status Report

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Published: 2017-04-28   Modified: 2022-01-27  

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