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A study on controlling multiple mobile robots using multiple software agents with evolutionary algorithms

Research Project

Project/Area Number 20510141
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionNippon Institute of Technology

Principal Investigator

KAMBAYASHI Yasushi  Nippon Institute of Technology, 工学部, 准教授 (40269527)

Co-Investigator(Kenkyū-buntansha) TSUJIMURA Yasuhiro  日本工業大学, 工学部, 准教授 (80240977)
YAMACHI Hidemi  日本工業大学, 工学部, 准教授 (20327018)
TAKIMOTO Munehiro  東京理科大学, 理工学部, 准教授 (00318205)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2008: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords移動エージェント / 最適化アルゴリズム / 群知能 / 移動ロボット
Research Abstract

This project addresses optimizing distributed robotic control of systems using an example of an intelligent cart system designed to be used in common airports. This framework provides novel control methods using mobile software agents. In airport terminals, luggage carts used by traveler are taken from a depot but are left after use at arbitrary points. It would be desirable that carts be able to draw themselves together automatically after being used so that manual collection becomes less laborious. In order to avoid excessive energy consumption by the carts, we employ mobile software agents and RFID (Radio Frequency Identification) tags to identify the location of carts scattered in a field and then cause them to autonomously determine their moving behavior using a clustering method based on the ant colony optimization (ACO) algorithm.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (36 results)

All 2011 2010 2009 2008

All Journal Article (24 results) (of which Peer Reviewed: 21 results) Presentation (9 results) Book (3 results)

  • [Journal Article] Distributed Ant Colony Clustering Using Mobile Agents and Its Effects2010

    • Author(s)
      Ryotaro Oikawa, Masashi Mizutani, Munehiro Takimoto, Yasushi Kambayashi
    • Journal Title

      Proceedings of Fourteenth International Conference on Knowledge-Based Intelligent Information and Engineering Systems LNAI 6276

      Pages: 198-208

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Ant Colony Clustering Using Mobile Agents as Ants and Pheromone2010

    • Author(s)
      Yasushi Kambayashi, Hidemi Yamachi, Munehiro Takimoto
    • Journal Title

      Proceedings of Second Asian Conference on Intelligent Information and Database Systems LNAI 5990

      Pages: 435-444

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Feasibility Study of the Intelligent Cart System2010

    • Author(s)
      神林靖, 山地秀美, 滝本宗宏
    • Journal Title

      Proceedings of SICE Annual Conference 2010

      Pages: 1159-1163

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Distributed Ant Colony Clustering Using Mobile Agents and Its Effects2010

    • Author(s)
      及川亮太郎, 水谷昌史, 滝本宗宏, 神林靖
    • Journal Title

      Proceedings of the Fourteenth KES International Conference on Knowledge-Based Intelligent Information and Engineering Systems

      Volume: LNAT6276 Pages: 198-208

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design an Integration of Bee Hive into a Multi-Agent-based Resource Discovery Method in P2P Systems2010

    • Author(s)
      山崎洵, 原田義邦, 神林靖
    • Journal Title

      Proceedings of the Second International Conference on Advances in P2P Systems

      Pages: 112-115

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design an Implementation of Bee Hive in a Multi-Agent Based Resource Discovery Method in P2P Systems2010

    • Author(s)
      山崎洵, 神林靖
    • Journal Title

      Proceedings of the First International Conference on Networking and Computing

      Pages: 292-293

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Search for Practical Implementation of the Intelligent Cart System2010

    • Author(s)
      神林靖, 山地秀美, 滝本宗宏
    • Journal Title

      Proceedings of the 2010 IRAST International Congress on Computer Applications and Computational Science

      Pages: 895-898

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Control System for the Robot Shopping Cart : Position Estimating and Self-Mapping System2010

    • Author(s)
      小野里太志, 田村仁, 神林靖, 片山茂友
    • Journal Title

      Proceedings of the 2010 IRAST International Congress on Computer Applications and Computational Science

      Pages: 907-910

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integrating Ant Colony Optimization in a Mobile-Agent Based Resource Discovery Algorithm : a Summary of the Presentation at IADIS International Conference Intelligent Systems and Agents2010

    • Author(s)
      神林靖
    • Journal Title

      日本工業大学研究報告

      Volume: 40(2) Pages: 63-64

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Ant Colony Clustering Using Mobile Agents as Ants and Pheromone2010

    • Author(s)
      水谷昌史, 滝本宗宏, 神林靖
    • Journal Title

      Proceedings of the Second Asian Conference on Intelligent Information and Database Systems LNAI 5990

      Pages: 435-444

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integrating Ant Colony Clustering Method to Multi-Robots Using Mobile Agents2009

    • Author(s)
      Yasushi Kambayashi, Masataka, Ugajin, Osamu Sato, Yasuhiro Tsujimura, Hidemi Yamachi, Hisashi Yamamoto, Munehiro Takimoto
    • Journal Title

      Industrial Engineering and Management Systems, An International Journal Vol.8, No.3

      Pages: 181-193

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Design of an Intelligent Cart System Used in Common Airport2009

    • Author(s)
      Yasushi Kambayashi, Osamu Sato, Yoshikuni Harada, Munehiro Takimoto
    • Journal Title

      Proceedings of Thirteenth IEEE International Symposium on Consumer Electronics CD-ROM

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Design of Multi-Robot System Using Mobile Agents with Ant Colony Clustering2009

    • Author(s)
      Yasushi Kambayashi, Yasuhiro Tsujimura, Hidemi Yamachi, Munehiro Takimoto, Hisashi Yamamoto
    • Journal Title

      Proceedings of Hawaii International Conference on System Sciences 42 CD-ROM

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Suppressing the Total Costs of Executing Tasks Using Mobile Agents2009

    • Author(s)
      Takashi Nagata, Munehiro Takimoto, Yasushi Kambayashi
    • Journal Title

      Proceedings of Hawaii International Conference on System Sciences 42 CD-ROM

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Integrating Ant Colony Clustering Method to Multi-Robots Using Mobile Agents2009

    • Author(s)
      神林靖, 宇賀神匡孝, 佐藤修, 辻村泰寛, 山地秀実, 山本久志, 滝本宗宏
    • Journal Title

      Industrial Engineering and Management Systems 8(3)

      Pages: 181-193

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Resource Discovery Method Based on Multi-Agents in P2P Systems2009

    • Author(s)
      神林靖, 原田義邦
    • Journal Title

      Intelligent Agents in the Evolution of Web and Applications' SCI 167

      Pages: 113-135

    • NAID

      110004824055

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Search for Efficient Ant Colony Clustering2009

    • Author(s)
      神林靖, 山地秀実, 辻村泰寛, 山本久志
    • Journal Title

      Proceedings of the Tenth Asia Pacific Industrial Engineering and Management Systems Conference (CD-ROM)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Clustering Method Based on Potential Field2009

    • Author(s)
      山地秀実, 神林靖, 辻村泰寛
    • Journal Title

      Proceedings of the Tenth Asia Pacific Industrial Engineering and Management Systems Conference (CD-ROM)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Integrating Ant Colony Optimization in a Mobile-Agent Based Resource Discovery Algorithm2009

    • Author(s)
      神林靖, 原田義邦
    • Journal Title

      Proceedings of IADIS International Conference Intelligent Systems and Agents

      Pages: 149-158

    • NAID

      110007114560

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design of an Intelligent Cart System Used in Common Airport2009

    • Author(s)
      神林靖, 佐藤修, 原田義邦, 滝本宗宏
    • Journal Title

      Proceedings of the 13^<th> IEEE International Symposium on Consumer Electronics (CD-ROM)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] エージェントベースのルーティング・プロトコルについて2009

    • Author(s)
      神林靖
    • Journal Title

      日本工業大学研究報告 39(4)

      Pages: 77-82

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Design of Multi-Robot System Using Mobile Agents with Ant Colony Clustering2009

    • Author(s)
      神林靖, 辻村泰寛, 山地秀実滝本宗宏, 山本久志
    • Journal Title

      Proceedings of Hawaii International Conference on Systems Sciences (CD-ROM)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Suppressing the Total Costs of Executing Tasks Using Mobile Agents2009

    • Author(s)
      永田隆士, 滝本宗宏, 神林靖
    • Journal Title

      Proceedings of Hawaii International Conference on Systems Sciences (CD-ROM)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Resource Discovery Method Based on Multi-Agents in P2P Systems : a Summary of the Presentation at the First KES International Symposium on Agent and Multi-Agent Systems2008

    • Author(s)
      神林靖
    • Journal Title

      日本工業大学研究報告 38(2)

      Pages: 83-84

    • Related Report
      2008 Annual Research Report
  • [Presentation] 自律走行ロボットの整列2011

    • Author(s)
      井戸川一馬, 篠崎寛幸, 薩田佳祐, 神林靖
    • Organizer
      電子情報通信学会2010年総合大会講演論文集 情報・システム1, p.68
    • Place of Presentation
      東京都市大学
    • Year and Date
      2011-03-14
    • Related Report
      2010 Final Research Report
  • [Presentation] 自律走行ロボットの整列2011

    • Author(s)
      井戸川一馬, 篠崎寛幸, 薩田佳祐, 神林靖
    • Organizer
      電子情報通信学会2010年総合大会
    • Place of Presentation
      東京都市大学
    • Year and Date
      2011-03-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] ARを用いたエージェントの可視化2011

    • Author(s)
      倉根和人, 戸田章, 神林靖
    • Organizer
      電子情報通信学会2010年総合大会
    • Place of Presentation
      東京都市大学
    • Year and Date
      2011-03-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] モバイルエージェントとミツバチのアルゴリズムを用いた資源探索2010

    • Author(s)
      山崎洵, 神林靖
    • Organizer
      電子情報通信学会2010年総合大会講演論文集 通信2,p.67
    • Place of Presentation
      東北大学
    • Year and Date
      2010-03-19
    • Related Report
      2010 Final Research Report
  • [Presentation] モバイルエージェントとミツバチのアルゴリズムを用いた資源探索2010

    • Author(s)
      山崎洵, 神林靖
    • Organizer
      電子情報通信学会
    • Place of Presentation
      東北大学
    • Year and Date
      2010-03-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] ACOとモバイルエージェントを用いた資源探索2008

    • Author(s)
      山崎洵, 原田義邦, 神林靖
    • Organizer
      電子情報通信学会技術研究報告 pp.19-24 Vol.108, No.326 電子情報通信学会知能ソフトウェア工学研究会
    • Place of Presentation
      福岡工業大学
    • Year and Date
      2008-11-27
    • Related Report
      2010 Final Research Report
  • [Presentation] ACOとモバイルエージェントを用いた資源探索2008

    • Author(s)
      山崎 洵, 原田義邦, 神林 靖
    • Organizer
      電子情報通信学会知能ソフトウェア工学研究会
    • Place of Presentation
      福岡工業大学・福岡
    • Year and Date
      2008-11-27
    • Related Report
      2008 Annual Research Report
  • [Presentation] アントコロニークラスタリングによる移動エージェントを用いた群ロボット集合問題の研究2008

    • Author(s)
      佐藤修, 神林靖, 辻村泰寛, 山地秀美, 山本久志
    • Organizer
      日本経営工学会平成20年度春季大会予稿集,pp.36-37
    • Place of Presentation
      電気通信大学
    • Year and Date
      2008-05-11
    • Related Report
      2010 Final Research Report
  • [Presentation] アントコロニークラスタリングによる移動エージェントを用いた群ロボット集合問題の研究2008

    • Author(s)
      神林 靖, 佐藤 修, 辻村泰寛山地秀美, 山本久志
    • Organizer
      日本経営工学会平成20年度春季大会
    • Place of Presentation
      電気通信大学・東京
    • Year and Date
      2008-05-11
    • Related Report
      2008 Annual Research Report
  • [Book] RFID Book 2, Intech2011

    • Author(s)
      Cristina Turcu, ed.
    • Publisher
      (刊行予定)
    • Related Report
      2010 Final Research Report
  • [Book] Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies : Intelligent Techniques for Ubiquity and Optimization, IGI Global2011

    • Author(s)
      Shu-Heng Chen, Yasushi Kambayashi, Hiroshi Sato, eds.
    • Related Report
      2010 Final Research Report
  • [Book] Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies : Intelligent Techniques for Ubiquity and Optimization2010

    • Author(s)
      陳樹衡, 神林靖, 佐藤浩
    • Total Pages
      353
    • Publisher
      IGI Global
    • Related Report
      2010 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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