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Immunity-Based Complex Systems and Sensor Agents

Research Project

Project/Area Number 23300057
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionToyohashi University of Technology

Principal Investigator

ISHIDA Yoshiteru  豊橋技術科学大学, 工学(系)研究科(研究院), 教授 (80159748)

Co-Investigator(Renkei-kenkyūsha) HARADA Koji  豊橋技術科学大学, 工学研究科, 助教 (40390504)
OKAMOTO Takeshi  神奈川工科大学, 情報学部, 准教授 (90350678)
WATANABE Yuji  名古屋市立大学, 大学院システム自然科学研究科, 准教授 (60314100)
Project Period (FY) 2011-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥19,110,000 (Direct Cost: ¥14,700,000、Indirect Cost: ¥4,410,000)
Fiscal Year 2014: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2013: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2012: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2011: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Keywords知能情報処理 / 複雑系科学 / 免疫科学 / エージェント / センサ / アクチュエータ / IoT / resilience / 免疫コンピューティング / センサシステム / レジリエンス / 自律分散 / 適応 / 複雑系 / 自己修復ネットワーク / マッチングオートマトン / レジリエンスス / 協調 / 意思決定 / 免疫型システム / 頑健性 / 自律分散システム / ネットワーク科学 / マッチング / 再構成 / 群知能
Outline of Final Research Achievements

We have engaged in the era of the“Internet of Things” (IoT) from the era of the ubiquitous network where everyone can access to computations. With this background, our results can be divided into two: theory of immunity-based complex systems and their applications to the IoT with sensor agents.
In the theory of immunity-based complex systems, we have developed two macro models: self-recognition models where “the self” as in the immune system is focused; and self-repair networks where cleaning of abnormal nodes by mutual copying is addressed.
Further, as a micro model, incorporating an aspect of the“key and keyhole” matching, matching automaton is studied. To design degenerated systems with resilience similar to biological systems, a matching automaton is considered based on the matching problems. Not only sensor agents but also actuator agents are deployed in applications for both of the self-repair networks and the matching automata.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (46 results)

All 2014 2013 2012 2011 Other

All Journal Article (29 results) (of which Peer Reviewed: 29 results,  Open Access: 5 results,  Acknowledgement Compliant: 4 results) Presentation (12 results) (of which Invited: 3 results) Remarks (5 results)

  • [Journal Article] Asymmetry in diagrams of stable marriage problems: Stable manifolds mapped from stable matchings2014

    • Author(s)
      Yoshiteru Ishida, Yu-Ichiro Yamanaka
    • Journal Title

      Procedia Computer Science

      Volume: 35 Pages: 1370-1378

    • DOI

      10.1016/j.procs.2014.08.181

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Asymmetry in diagrams of stable marriage problems: Stable manifolds mapped from stable matchings2014

    • Author(s)
      Yoshiteru Ishida, Takumi Sato
    • Journal Title

      Procedia Computer Science

      Volume: 35 Pages: 1379-1387

    • DOI

      10.1016/j.procs.2014.08.182

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Clustering inventory locations to improve the performance of disaster relief operations2014

    • Author(s)
      Nur Budi Mulyono, Yoshiteru Ishida
    • Journal Title

      Procedia Computer Science

      Volume: 35 Pages: 1388-1397

    • DOI

      10.1016/j.procs.2014.08.183

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Stable Marriage Problem Mapped to Lotka-Volterra Model: Stable Equilibria Mapped from Stable Matchings2014

    • Author(s)
      Yoshikazu Hata, Yoshiteru Ishida
    • Journal Title

      Procedia Computer Science

      Volume: 35 Pages: 1398-1406

    • DOI

      10.1016/j.procs.2014.08.189

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Introduction to the Special Issue on “State-of-the-Art Sensor Technology in Japan 20122014

    • Author(s)
      Kouji Harada, Yoshiteru Ishida
    • Journal Title

      Sensors

      Volume: 14: 6 Issue: 6 Pages: 11045-11048

    • DOI

      10.3390/s140611045

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamics of Self-Repairing Networks: Transient State Analysis on Several Repair Types2014

    • Author(s)
      Yoshiteru Ishida and Kei-Ichi Tanabe
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 10-1 Pages: 389-403

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Space Weather Forecasting System with Multiple Satellites Based on a Self-Recognizing Network2014

    • Author(s)
      Masahiro Tokumitsu and Yoshiteru Ishida
    • Journal Title

      Sensors

      Volume: 14 Issue: 5 Pages: 7974-7991

    • DOI

      10.3390/s140507974

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive Strateggies: A Novel Game-Theoretic Analysis for Autonomous Distributed Systems in Dynamic Environments2014

    • Author(s)
      Masahiro Tokumitsu and Yoshiteru Ishida
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 10-1 Pages: 373-387

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Humanitarian Logistics and Inventory Model Based on Probabilistic Cellular Automata2014

    • Author(s)
      Nur Budi Mulyono and Yoshiteru Ishida
    • Journal Title

      Inational Journal of Innovative Computing, Information and Control

      Volume: 10-1 Pages: 357-372

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Complex Spatial-Temporal Patterns Developed from Interaction of Function and Data2014

    • Author(s)
      Kouji Harada and Yoshiteru Ishida
    • Journal Title

      Inational Journal of Innovative Computing, Information and Control

      Volume: 10-1 Pages: 405-416

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Characterization of Dynamics of Stable Matchings: Attractors Mapped from Stable Matchings2013

    • Author(s)
      Yoshiteru Ishida and Takumi Sato
    • Journal Title

      Procedia Computer Science 2554

      Volume: 22 Pages: 672-679

    • DOI

      10.1016/j.procs.2013.09.148

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of Manufacturing Support System for SME under Disruption Risk2013

    • Author(s)
      Nur Budi Mulyono and Yoshiteru Ishida
    • Journal Title

      Procedia Computer Science 2554

      Volume: 22 Pages: 753-761

    • DOI

      10.1016/j.procs.2013.09.157

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of a membrane formation in the spatial prisoner's dilemma2012

    • Author(s)
      Y Katsumata
    • Journal Title

      Artificial Life and Robotics

      Volume: Volume 16, Issue 4 Issue: 4 Pages: 567-570

    • DOI

      10.1007/s10015-011-0992-y

    • Related Report
      2012 Annual Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Emergence of observable rules in a spatial game system2012

    • Author(s)
      K Harada
    • Journal Title

      Artificial Life and Robotics

      Volume: Volume 16, Issue 4 Pages: 559-562

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A diagrammatic classification in a combinatorial problem: the case of the stable marriage problem2012

    • Author(s)
      T. Hayashi
    • Journal Title

      Artificial Life and Robotics

      Volume: Volume 16, Issue 4 Issue: 4 Pages: 575-579

    • DOI

      10.1007/s10015-011-0993-x

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A dynamic Houjin (square) and a symmetric Houjin2012

    • Author(s)
      Y. Tsuzuki
    • Journal Title

      Artificial Life and Robotics

      Volume: Volume 16, Issue 4 Issue: 4 Pages: 571-574

    • DOI

      10.1007/s10015-011-0994-9

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A dynamic Houjin (square) and a symmetric Houjin2011

    • Author(s)
      Yuuki Tsuzuki, Yoshiteru Ishida
    • Journal Title

      Artificial Life and Robotics

      Volume: 16:4 Issue: 4 Pages: 571-574

    • DOI

      10.1007/s10015-011-0991-z

    • Related Report
      2012 Annual Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Note on the Collective Identity of Indistinguishable Entities : A View from the Stable Marriage Problem2011

    • Author(s)
      Yoshiteru Ishida
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6884 Pages: 348-356

    • DOI

      10.1007/978-3-642-23866-6_37

    • ISBN
      9783642238659, 9783642238666
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymmetric Structure between Two Sets of Adaptive Agents : An Approach Using a Matching Automaton2011

    • Author(s)
      Yoshiteru Ishida, Kazuma Sasaki
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6884 Pages: 357-365

    • DOI

      10.1007/978-3-642-23866-6_38

    • ISBN
      9783642238659, 9783642238666
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spatial Distribution of Connection Weight in Self-repairing Network2011

    • Author(s)
      Masahiro Tokumitsu, Yoshiteru Ishida
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6884 Pages: 318-327

    • DOI

      10.1007/978-3-642-23866-6_34

    • ISBN
      9783642238659, 9783642238666
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Adaptive Control Technique for a Connection Weight of Agents in a Self-repairing Network2011

    • Author(s)
      Masahiro Tokumitsu, Yoshiteru Ishida
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6557 Pages: 44-55

    • DOI

      10.1007/978-3-642-19167-1_5

    • ISBN
      9783642191664, 9783642191671
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robustness of Membrane Formation in a Spatial Prisoner's Dilemma with a Spatial Generosity2011

    • Author(s)
      Yuji Katsumata, Yoshiteru Ishida
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6884 Pages: 328-337

    • DOI

      10.1007/978-3-642-23866-6_35

    • ISBN
      9783642238659, 9783642238666
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identifying Generative Mechanisms from Spatiotemporal Patterns in Diffusion Phenomena2011

    • Author(s)
      Takuya Ueda, Yoshiteru Ishida
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 6884 Pages: 338-347

    • DOI

      10.1007/978-3-642-23866-6_36

    • ISBN
      9783642238659, 9783642238666
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Immunity-Based Diagnosis for a Motherboard2011

    • Author(s)
      Haruki Shida, Takeshi Okamoto, Yoshiteru Ishida
    • Journal Title

      Sensors

      Volume: 11:4 Issue: 4 Pages: 4462-4473

    • DOI

      10.3390/s110404462

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An adaptive sensor network for home intrusion detection by human activity profiling2011

    • Author(s)
      Masahiro Tokumitsu, Masashi Murakami, Yoshiteru Ishida
    • Journal Title

      Artificial Life and Robotics

      Volume: 16:1 Issue: 1 Pages: 36-39

    • DOI

      10.1007/s10015-011-0872-5

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of space weather by adaptive information processing2011

    • Author(s)
      Masahiro Tokumitsu, Yoshiteru Ishida, Shinichi Watari, Kentarou Kitamura
    • Journal Title

      Artificial Life and Robotics

      Volume: 16:1 Issue: 1 Pages: 32-35

    • DOI

      10.1007/s10015-011-0876-1

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A network visualization of stable matching in the stable marriage problem2011

    • Author(s)
      Yoshihisa Morizumi, Tatsuya Hayashi, Yoshiteru Ishida
    • Journal Title

      Artificial Life and Robotics

      Volume: 16:1 Issue: 1 Pages: 40-43

    • DOI

      10.1007/s10015-011-0873-4

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A diagrammatic classification in a combinatorial problem the case of a Stable Marriage Problem2011

    • Author(s)
      Tatsuya Hayashi, Yoshikazu Hata, Yoshiteru Ishida
    • Journal Title

      Artificial Life and Robotics

      Volume: 16:4 Pages: 575-579

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Emergence of observable rules in a spatial game system2011

    • Author(s)
      Koii Hrada, Yoshiteru Ishida
    • Journal Title

      Artificial Life and Robotics

      Volume: 16:4 Issue: 4 Pages: 559-562

    • DOI

      10.1007/s10015-011-0990-0

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] From Big Data To Deep Knowledge: disaster resilience=smartness2014

    • Author(s)
      Yoshiteru Ishida
    • Organizer
      SynCity Workshop
    • Place of Presentation
      TUT, Dresden, Germany
    • Year and Date
      2014-09-20
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Rewiring system for resilient design in heterogeneous environment using stable matching2014

    • Author(s)
      Yoshikazu Hata
    • Organizer
      DATE workshop: Electronic System-Level Design towards Heterogeneous Computing
    • Place of Presentation
      Dresden, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Diagram Visualization of Self-Recognizing Sensor Networks2013

    • Author(s)
      Masahiro Tokumitsu
    • Organizer
      SISA 2013
    • Place of Presentation
      Nagoya, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Exploring SANGAKU of Spheres by Augmented Reality2013

    • Author(s)
      Yoshiteru Ishida
    • Organizer
      SISA 2013
    • Place of Presentation
      Nagoya, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Resilient Networks with Autonomous Networked Tiny Satellites2013

    • Author(s)
      Yoshiteru Ishida
    • Organizer
      IGNITE 2013
    • Place of Presentation
      Penang, Malaysia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Self-Repairing Network as a Generalized Epidemic Model involving Vaccination2012

    • Author(s)
      Y. Ishida
    • Organizer
      Joint Conference on Emerging and Re-emerging Epidemics Affecting Global Health 2012
    • Place of Presentation
      Orvieto, Italy
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Distributed and Autonomous Framework for Resilient Information Networks: Some Results from Self-Repairing Networks2012

    • Author(s)
      Y. Ishida
    • Organizer
      11th WSEAS International Conference on INFORMATION SECURITY and PRIVACY
    • Place of Presentation
      Prague, Czech Republic
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 免疫型システム(Immunity-Based Systems)と頑健性2012

    • Author(s)
      石田好輝
    • Organizer
      京都大学、学術情報メディアセンターセミナー「生物に学んだ頑健なシステムを目指して」
    • Place of Presentation
      京都大学、学術情報メディアセンター
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Immunity-based systems revisited : toward systems science for robust and adaptive engineering2011

    • Author(s)
      Yoshiteru Ishida
    • Organizer
      MEDES'11 Proceedings of the International Conference on Management of Emergent Digital Eco Systems 264-271 ACM
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2011-11-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] Mapping problems to dynamical systems for robustness and adaptability : the case of matching problems2011

    • Author(s)
      Yoshiteru Ishida, Takumi Satou
    • Organizer
      EDES'11 Proceedings of the International Conference on Management of Emergent Digital EcoSystems 243-249 ACM
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2011-11-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] A dynamical model of stable marriage problem based on Lotka Volterramodel2011

    • Author(s)
      Yoshikazu Hata, Yoshiteru Ishida
    • Organizer
      MEDES'11 Proceedings of the International Conference on Management of Emergent Digital Eco Systems 272-278 ACM
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2011-11-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] Emergence of cooperation as the impact of evacuee's solidarity2011

    • Author(s)
      Hatma Suryotrisongko, Yoshiteru Ishida
    • Organizer
      IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRE) 2011 IEEE
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2011-11-23
    • Related Report
      2011 Annual Research Report
  • [Remarks] Immunity-Based Systems

    • URL

      http://www.ijicic.org/ijicic-ishida-00.pdf

    • Related Report
      2013 Annual Research Report
  • [Remarks] "State-of-the-Art Sensors

    • URL

      https://www.mdpi.com/journal/sensors/special_issues/technology_japan

    • Related Report
      2013 Annual Research Report
  • [Remarks] Yoshiteru Ishida, Publications List

    • URL

      http://publicationslist.org/ishida

    • Related Report
      2013 Annual Research Report
  • [Remarks] Yoshiteru Ishida, Research

    • URL

      http://www.tut.ac.jp/teach/main.php?mode=detail&article=311#english

    • Related Report
      2013 Annual Research Report
  • [Remarks] Research ID

    • URL

      http://www.researcherid.com/rid/E-5895-2010

    • Related Report
      2013 Annual Research Report

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Published: 2011-04-06   Modified: 2019-07-29  

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