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Heterogeneous swarm intelligence: Innovative design of swarm intelligence inspired by collective behavior

Administrative Group

Project AreaHeterogeneous swarm intelligence: Innovative design of swarm intelligence inspired by collective behavior of variety of cells
Project/Area Number 21H05103
Research Category

Grant-in-Aid for Transformative Research Areas (B)

Allocation TypeSingle-year Grants
Review Section Transformative Research Areas, Section (II)
Research InstitutionTohoku University

Principal Investigator

Kano Takeshi  東北大学, 電気通信研究所, 准教授 (80513069)

Co-Investigator(Kenkyū-buntansha) 金子 奈穂子  同志社大学, 脳科学研究科, 教授 (20464571)
末岡 裕一郎  大阪大学, 大学院工学研究科, 助教 (50756509)
梅津 大輝  大阪大学, 大学院理学研究科, 講師 (60620474)
Project Period (FY) 2021-08-23 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥9,100,000 (Direct Cost: ¥7,000,000、Indirect Cost: ¥2,100,000)
Fiscal Year 2023: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2022: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2021: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsヘテロ群知能 / 自己組織化 / 自己駆動
Outline of Research at the Start

本領域は、物理工学、生物学、医学分野の融合により、「ヘテロ群知能」という新たな研究領域の創成を目指すものであり、総括班は、多様性に富んだ専門分野の研究者間のスムーズな連携の促進、国内外の関連分野から広く情報を収集するための体制作りを行う.

Outline of Final Research Achievements

This field aims to create a new research domain called 'heterogeneous swarm intelligence' through the fusion of physics, biology, and medical sciences. The coordinating team's main role is to facilitate smooth collaboration among researchers from diverse specialist fields and establish a framework for collecting information widely from domestic and international related fields. During the research period, we held a total of 15 research meetings online and in person, facilitated smooth collaboration among members via Slack, disseminated research outcomes through our website, introduced the field at the Japan Science and Technology Agency kickoff meeting, held an interdisciplinary research exchange meeting for transformative research areas B, organized mini-symposiums and workshops with domestic and international researchers at conferences, and planned a special issue on group intelligence for an international academic journal.

Academic Significance and Societal Importance of the Research Achievements

生物の群れが示す知能的な振る舞いは、群れの構成要素間の局所的なやり取りによって創発的に生み出されている。本領域は、様々な性質を持つ群れの構成要素が変動環境下において適切な役割を自身で見つけながら秩序を創発し、高い機能を発揮し続けるヘテロな群知能システムの設計原理を明らかにすることを目指している。生物学的手法による高精度の実データ解析と数理モデリングによる構成論的アプローチの融合により原理を抽出できた点,さらに、それが群ロボットの開発等の応用につながり得る点に学術的意義がある.また,学際的な新しい学問分野をホームページ等により社会に発信できた点に社会的意義がある.

Report

(4 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • Research Products

    (6 results)

All 2023 2022 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Remarks (3 results) Funded Workshop (2 results)

  • [Journal Article] Review of Interdisciplinary Approach to Swarm Intelligence2023

    • Author(s)
      Kano Takeshi
    • Journal Title

      Journal of Robotics and Mechatronics

      Volume: 35 Issue: 4 Pages: 890-895

    • DOI

      10.20965/jrm.2023.p0890

    • ISSN
      0915-3942, 1883-8049
    • Year and Date
      2023-08-20
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Remarks] ヘテロ計画班

    • URL

      https://heteroswarm.org

    • Related Report
      2023 Annual Research Report
  • [Remarks] Journal of Robotics and Mechatronics

    • URL

      https://www.fujipress.jp/jrm/

    • Related Report
      2023 Annual Research Report
  • [Remarks] ヘテロ群知能: 多様な細胞の集団動態から切り拓く群知能システムの革新的設計論

    • URL

      https://heteroswarm.org

    • Related Report
      2022 Annual Research Report 2021 Annual Research Report
  • [Funded Workshop] 第46回日本分子生物学会年会 ワークショップ「群知能に共通原理は存在する?」2023

    • Related Report
      2023 Annual Research Report
  • [Funded Workshop] 第45回分子生物学会年会ワークショップ『動き回るヘテロな細胞集団の群知能的動態に迫れ』2022

    • Related Report
      2022 Annual Research Report

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Published: 2021-10-22   Modified: 2025-01-30  

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