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Study of Movement Strategy of Ants based on Local Information

Research Project

Project/Area Number 18K18343
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 90030:Cognitive science-related
Research InstitutionSoka University (2019-2021)
Okayama University (2018)

Principal Investigator

Sakiyama Tomoko  創価大学, 理工学部, 准教授 (30770052)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2020: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2019: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2018: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsピンクノイズ / fluctuation function / 探索蟻 / 採餌パターン / 蟻道 / 接触 / 逆流 / パターン / 相互作用 / 社会情報 / Exploitation / Exploration / 奥行知覚 / 蟻の死骸の山 / ラーニング・ウォーク / 自己回避運動 / 自己誘引運動 / 蟻 / ランダム運動 / ランドマーク / スケールフリー
Outline of Final Research Achievements

I conducted the analysis of the movement property of foraging ants using Japanese wood ants. Mainly, two papers were published by the Journal of Comparative Physiology A. Some proceedings related to these two papers were also published.
In the fitst paper, I revealed that ants presented different types of fluctuation functions based on the presence/absence of a visual landmark when they exhibited a learning-walk. In the second paper, I revealed that ants presented the universal property regarding the fluctuation functions during exploring on a treadmill (ANTAM) while they apparently demonstrated different types of movement patterns.
I also conducted a survey of the acition of ant foragers after entering a pheromone trail and found that they moved against the ant flows. This finding was published by Scientific Reports, including the simulation experiments.

Academic Significance and Societal Importance of the Research Achievements

アリの空間認識は環境との兼ね合いで変化しうる.本テーマでは歩行解析に焦点を当て, アリ自身が知覚される世界に対して積極的に関わり得る際にみせる, 特有の歩行ノイズの出現可能性について, 実験的に検証した.
従来より, アリが他の情報との兼ね合いで, フェロモンへの依存度も変化させる可能性は示唆されていた.今回, 他個体との接触がフェロモン上での進むべき方向をアリに与えることが明らかとなった.

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (47 results)

All 2022 2021 2020 2019 2018

All Journal Article (23 results) (of which Peer Reviewed: 22 results,  Open Access: 9 results) Presentation (23 results) (of which Int'l Joint Research: 3 results,  Invited: 1 results) Book (1 results)

  • [Journal Article] Population Dynamics and Its Instability in a Hawk-Dove Game on the Network2022

    • Author(s)
      Sakiyama Tomoko
    • Journal Title

      Studies in Computational Intelligence

      Volume: 1015 Pages: 405-410

    • DOI

      10.1007/978-3-030-93409-5_34

    • ISBN
      9783030934088, 9783030934095
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dose an Ant Move in the Same Direction with Ant Crowds after Joining a Pheromone Trail?2022

    • Author(s)
      SAKAMOTO Yuta、SAKIYAMA Tomoko
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 58 Issue: 1 Pages: 2-6

    • DOI

      10.9746/sicetr.58.2

    • NAID

      130008143506

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ant Lasius niger joining one-way trails go against the flow2022

    • Author(s)
      Sakamoto Yuta、Sakiyama Tomoko
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1 Pages: 1-11

    • DOI

      10.1038/s41598-022-05879-4

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A recipe for an optimal power law tailed walk2021

    • Author(s)
      Sakiyama Tomoko
    • Journal Title

      Chaos: An Interdisciplinary Journal of Nonlinear Science

      Volume: 31 Issue: 2 Pages: 023128-023128

    • DOI

      10.1063/5.0038077

    • Related Report
      2021 Annual Research Report 2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] A power law network in an evolutionary hawk?dove game2021

    • Author(s)
      Sakiyama Tomoko
    • Journal Title

      Chaos, Solitons & Fractals

      Volume: 146 Pages: 110932-110932

    • DOI

      10.1016/j.chaos.2021.110932

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Ant foragers might present variation and universal property in their movements2021

    • Author(s)
      Sakiyama Tomoko、Nagaya Naohisa、Fujisawa Ryusuke
    • Journal Title

      Journal of Comparative Physiology A

      Volume: 207 Issue: 3 Pages: 429-435

    • DOI

      10.1007/s00359-021-01484-4

    • Related Report
      2021 Annual Research Report 2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Rank-Based Ant System via the Relative Position in a Local Hierarchy2021

    • Author(s)
      Sakiyama Tomoko、Uneme Kotaro、Arizono Ikuo
    • Journal Title

      Complexity

      Volume: 2021 Issue: 1 Pages: 1-6

    • DOI

      10.1155/2021/8372318

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Random Walker Can Optimize the Exploration without the Large Capacity Memory2021

    • Author(s)
      Sakiyama Tomoko
    • Journal Title

      Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021)

      Volume: 3 Pages: 209-212

    • DOI

      10.5220/0010369902090212

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Ant Colony Optimization Using Common Social Information and Self Memory2021

    • Author(s)
      Yoshiki Tamura, Tomoko Sakiyama, and Ikuo Arizono
    • Journal Title

      Complexity

      Volume: 2021 Issue: 1 Pages: 1-7

    • DOI

      10.1155/2021/6610670

    • NAID

      120006959631

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A vague memory can affect first-return time2020

    • Author(s)
      Tomoko Sakiyama
    • Journal Title

      Journal of Physics Communications

      Volume: 4 Issue: 6 Pages: 065005-065005

    • DOI

      10.1088/2399-6528/ab9801

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ネットワーク上のタカ・ハトゲームにおけるリンクの多義的解釈が与える影響について2020

    • Author(s)
      﨑山朋子
    • Journal Title

      数理解析研究所講究録 (2020)

      Volume: 2166 Pages: 40-43

    • Related Report
      2020 Research-status Report
  • [Journal Article] Self-Avoiding Walk with the Autonomous Selection on the Network Exploration2020

    • Author(s)
      Koji Takashima, Tomoko Sakiyama
    • Journal Title

      Proceedings of the SICE Annual Conference 2020

      Volume: X Pages: 1069-1072

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Temporary Suspension brings about the Cooperative Evolution in the Hawk-Dove Game2020

    • Author(s)
      Tomoko Sakiyama
    • Journal Title

      Proceedings of the 2019 IEEE Symposium Series on Computational Intelligence (SSCI)

      Volume: 0 Pages: 3230-3233

    • DOI

      10.1109/ssci44817.2019.9002950

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interactions between worker ants may influence the growth of ant cemeteries2020

    • Author(s)
      Tomoko Sakiyama
    • Journal Title

      Scientific Reports

      Volume: 10(1) Issue: 1 Pages: 1-7

    • DOI

      10.1038/s41598-020-59202-0

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Reversible Transitions in a Cellular Automata-Based Traffic Model with Driver Memory2019

    • Author(s)
      Tomoko Sakiyama, Ikuo Arizono
    • Journal Title

      Complexity

      Volume: 2019 Issue: 1 Pages: 1-8

    • DOI

      10.1155/2019/1956521

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Autonomous Transition between Self-Avoiding Walk and Self-Attracting Walk in the Artificial Ant Model2019

    • Author(s)
      Tomoko Sakiyama, Naohisa Nagaya, Ryusuke Fujisawa
    • Journal Title

      Proceedings of The 3rd International Symposium on Swarm Behavior and Bio-Inspired Robotics(SWARM2019)

      Volume: 0 Pages: 1-5

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Novel Firefly Algorithm for Multimodal Optimization2019

    • Author(s)
      Masato Kondo, Tomoko Sakiyama, Ikuo Arizono
    • Journal Title

      Proceedings of The 12th International Workshop on Applied Modelling & Simulation

      Volume: 0 Pages: 1-7

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Proposal on Network Exploration to avoid Closed Loops2019

    • Author(s)
      Tatsuya Yamaguchi, Tomoko Sakiyama, Ikuo Arizono
    • Journal Title

      Proceedings of The 12th International Workshop on Applied Modelling & Simulation

      Volume: 0 Pages: 1-7

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] An adaptive replacement of the rule update triggers the cooperative evolution in the Hawk-Dove game2019

    • Author(s)
      Tomoko Sakiyama, Ikuo Arizono
    • Journal Title

      Chaos, Solitons & Fractals

      Volume: 121 Pages: 59-62

    • DOI

      10.1016/j.chaos.2019.01.014

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Emergence of a complex movement pattern in an unfamiliar food place by foraging ants2019

    • Author(s)
      Tomoko Sakiyama
    • Journal Title

      Journal of Comparative Physiology A

      Volume: 205 Issue: 1 Pages: 61-66

    • DOI

      10.1007/s00359-018-1303-z

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Ant System Combined with Autonomy and Cooperativeness2018

    • Author(s)
      Masato Kondo,Tomoko Sakiyama, Ikuo Arizono
    • Journal Title

      International Journal of Advances in Science, Engineering and Technology

      Volume: 6 Pages: 56-61

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Coordination of Pheromone Deposition Might Solve Time-Constrained Travelling Salesman Problem.2018

    • Author(s)
      Tomoko Sakiyama, Ikuo Arizono
    • Journal Title

      Complexity

      Volume: 2018-1 Issue: 1 Pages: 1-5

    • DOI

      10.1155/2018/6498218

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Optimal random search using limited spatial memory2018

    • Author(s)
      Sakiyama, T., Gunji, YP.
    • Journal Title

      Roy Soc. Open Science

      Volume: ー Issue: 3 Pages: 1-7

    • DOI

      10.1098/rsos.171057

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Ants might perceive a visual landmark stereographically2022

    • Author(s)
      Tomoko Sakiyama
    • Organizer
      The Joint Symposium of AROB-ISBC-SWARM 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Single Ants May Go Against the Flows on the Ant Trail After Joining on the Crowds2021

    • Author(s)
      Yuta Sakamoto, Tomoko Sakiyama
    • Organizer
      The 4th International Symposium on Swarm Behavior and Bio-Inspired Robotics SWARM 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 忌避性・再訪性を考慮した自律的ネットワーク探索モデル2021

    • Author(s)
      高島 浩司, 﨑山 朋子
    • Organizer
      2021年度 人工知能学会全国大会 (第35回)
    • Related Report
      2021 Annual Research Report
  • [Presentation] 蟻道合流における個体の意思決定と戦略に関する考察2021

    • Author(s)
      坂本悠太, 﨑山朋子
    • Organizer
      2021年度日本数理生物学会年会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 蟻は目印の奥行を採餌行動に役立てる2021

    • Author(s)
      﨑山朋子
    • Organizer
      第40回日本動物行動学会大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 距離制約付きTSPに対する制約対応のコンポーネントを使用したACOアルゴリズム2021

    • Author(s)
      平田 優介, 﨑山朋子, 有薗 育生
    • Organizer
      日本経営工学会2021年秋季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 蟻の蟻道合流時における意思決定とその意義について2021

    • Author(s)
      﨑山朋子, 坂本悠太
    • Organizer
      第59回日本生物物理学会年会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 時間的猶予と協力・裏切り行動の関係性を取り入れた空間囚人のジレンマ2021

    • Author(s)
      山口明日美, 﨑山朋子
    • Organizer
      第22回システムインテグレーション部門講演会(SI2021)
    • Related Report
      2021 Annual Research Report
  • [Presentation] 蟻はピンクノイズで探索する2020

    • Author(s)
      﨑山朋子, 永谷直久, 藤澤隆介
    • Organizer
      第58回日本生物物理学会年会
    • Related Report
      2020 Research-status Report
  • [Presentation] 度数情報だけで再訪性を判断するエージェントのネットワーク探索2020

    • Author(s)
      高島浩司, 﨑山朋子
    • Organizer
      第58回日本生物物理学会年会
    • Related Report
      2020 Research-status Report
  • [Presentation] 最適なレヴィ運動を維持するためには何をすれば良いのか?2020

    • Author(s)
      﨑山朋子
    • Organizer
      2020年度数理生物学会年会
    • Related Report
      2020 Research-status Report
  • [Presentation] フェロモン道のリアルな方角は他個体との出会いが紡ぐ2020

    • Author(s)
      坂本悠太, 﨑山朋子
    • Organizer
      第39回日本動物行動学会大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 蟻道に合流した際 , 蟻はどこへ向かって歩きだすのか2020

    • Author(s)
      坂本悠太, 﨑山朋子
    • Organizer
      第21回計測自動制御学会システムインテグレーション部門講演会
    • Related Report
      2020 Research-status Report
  • [Presentation] 蟻はピンク色の世界を歩く2020

    • Author(s)
      﨑山朋子
    • Organizer
      第14回内部観測研究会(第33回計測自動制御学会SI 部門共創システム部会研究会)
    • Related Report
      2019 Research-status Report
  • [Presentation] ネットワーク上のタカ・ハトゲームにおけるリンクの多義的解釈が与える影響について2020

    • Author(s)
      﨑山朋子
    • Organizer
      第16回 生物数学の理論とその応用 ~生命現象の定量的理解に向けて~
    • Related Report
      2019 Research-status Report
  • [Presentation] 蟻の示す複雑なリズムとは?2019

    • Author(s)
      﨑山朋子
    • Organizer
      第5回昆虫行動ロボティクス研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] Emergence of an Adaptive Random Walk as a Function of Different Resource Distribution2019

    • Author(s)
      﨑山朋子
    • Organizer
      2019年度 日本数理生物学会年会
    • Related Report
      2019 Research-status Report
  • [Presentation] 蟻の形作る時空間パターンに関する研究2019

    • Author(s)
      﨑山朋子
    • Organizer
      第4回昆虫行動ロボティクス研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 蟻の墓場の形成プロセス.2018

    • Author(s)
      﨑山朋子
    • Organizer
      日本動物行動学会第37回大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 自律性と協調性を兼ね備えた蟻コロニー最適化モデル2018

    • Author(s)
      近藤誠人,﨑山朋子,有薗育生
    • Organizer
      日本経営工学会2018年春季大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 蟻の死骸の山の形成プロセスにおける一考察2018

    • Author(s)
      﨑山朋子
    • Organizer
      第56回日本生物物理学会年会
    • Related Report
      2018 Research-status Report
  • [Presentation] 蟻の探索における臨界的性質の出現について2018

    • Author(s)
      﨑山朋子
    • Organizer
      第62回システム制御情報学会研究発表講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] Investigation on Performance for Solving Asymmetric Traveling Salesman Problem of Ant System Based on Consistency and Discrepancy of Subjective Ranking2018

    • Author(s)
      Kotaro Uneme, Tomoko Sakiyama and Ikuo Arizono
    • Organizer
      The 19th Asia Pacific Industrial Engineering and Management Systems
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Book] Ant Cemeteries as a Cluster or as an Aggregate Pile in Swarm Intelligence: From Social Bacteria to Humans, Edited by Andrew Schumann2020

    • Author(s)
      Tomoko Sakiyama
    • Total Pages
      190
    • Publisher
      CRC Press
    • ISBN
      9780367137939
    • Related Report
      2020 Research-status Report

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Published: 2018-04-23   Modified: 2023-01-30  

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