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A proposal of multiagent based manufacturing / inventory management, and its performance analysis with product cost

Research Project

Project/Area Number 17560228
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionKobe University

Principal Investigator

KAIHARA Toshiya  Kobe university, Faculty of Engineering, Professor, 工学部, 教授 (70289114)

Co-Investigator(Kenkyū-buntansha) SASHIO Kentaro  Kobe university, Faculty of Engineering, Research Assistant, 工学部, 助手 (80362763)
藤井 進  神戸大学, 工学部, 教授 (00031112)
Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,300,000 (Direct Cost: ¥3,300,000)
Fiscal Year 2006: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 2005: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsProduction management / Inventory management / Multi agent / Cost evaluation / Manufacturing simulation
Research Abstract

During the last few years the focus has shifted from factory level to enterprise level due to the increasing global presence of the companies. Supply chain management is now recognized as one of the best means by which enterprises can make instant improvements to their business strategies and operations. This in turn can lead to increase competitive advantages. Solving resource allocation problems in supply chain management with and for distributed computing systems presents particular challenges attributable to the distributed nature of the computation. In a large-scaled supply chain environment, system modules represent independent business units with conflicting and competing resource requirements, and may possess localized information relevant to their tasks. To recognize this independence, we treat the modules as agents, ascribing each of them autonomy to decide how to deploy resources under their control in service of their interests.
Market price systems constitute a well-underst … More ood class of mechanisms that under certain conditions provide effective decentralization of decision making with minimal communication overhead. In a market-oriented programming approach to distributed problem solving, the resource allocations for a set of computational agents is derived by computing competitive equilibrium, proposed in Walrasian economics, of an artificial economy. We define the agent activities in terms of resource required and produced, reducing an agent's decision problem to evaluate the tradeoffs of acquiring different resources. These tradeoffs are represented in terms of market prices, which define common scale of value across the various resources. To explore the use of market mechanism for the coordination of distributed planning module in supply chain management, we have developed a prototype environment for specifying and simulating computational markets with multi-echelon structure. It has been confirmed that the proposed algorithm successfully calculates. Pareto optimal solutions in the supply chain resource problem by comparing analytic approach, named fixed-point algorithm. Less

Report

(3 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • Research Products

    (20 results)

All 2006 2005

All Journal Article (16 results) Book (4 results)

  • [Journal Article] Agile manufacturing system with autonomously operated square arrayed machining cells2006

    • Author(s)
      S.Fujii, T.Kaihara, K.Sashio, T.Seki
    • Journal Title

      Proc. of 12^<th> IFAC/IFIP/IFORS/IMS Symposium Vol.1

      Pages: 517-522

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] A study on dynamic resource allocation mechanism with multi-agent systems for Pareto optimal solutions2006

    • Author(s)
      T.Kaihara, S.Fujii
    • Journal Title

      The proceedings of 2006 International Symposium on Flexible automation (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Virtual Enterprise Coalition Strategy with Game Theoretic Multi-Agent Paradigm2006

    • Author(s)
      T.Kaihara, S.Fujii
    • Journal Title

      The CIRP Annals Vol.55,No.1

      Pages: 513-516

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] 寡占状態を考慮した仮想市場の構築法およびその資源配分問題への適用に関する研究2006

    • Author(s)
      貝原俊也, 藤井進
    • Journal Title

      電気学会論文誌-D部門誌 Vol.126, No.11

      Pages: 1423-1429

    • NAID

      10018318501

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Game theoretic negotiation strategy for Virtual Enterprise with multiagent systems2006

    • Author(s)
      T.Kaihara, S.Fujii
    • Journal Title

      Network-Centric Collaboration and Supporting Framework

      Pages: 439-448

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] manufacturing system with autonomously operated square arrayed machining cells2006

    • Author(s)
      S.Fujii, T.Kaihara, K.Sashio, T.Seki, Agile
    • Journal Title

      Proc. of 12th IFAC/IFIP/IFORS/IMS Symposium Vol.1

      Pages: 517-522

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Study on Modelling Methodology of Oligopolistic Virtual Market and its Application into Resource Allocation Problem2006

    • Author(s)
      T.Kaihara, S.Fujii
    • Journal Title

      Transaction of IEEJ-D Vol.126, No.11

      Pages: 1423-1429

    • NAID

      10018318501

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Multiagent-based Supply Chain Management2006

    • Author(s)
      Toshiya Kaihara
    • Journal Title

      Springer

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Virtual Planning and Evaluation Environment for Supply Chain Management2006

    • Author(s)
      S.Fujii, T.Kaihara, K.Sashio
    • Journal Title

      Proceedings of International Conference on Logistics and Supply Chain management 2006 (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 寡占状態を考慮した仮想市場の構築法およびその資源配分問題への適用に関する研究2006

    • Author(s)
      貝原俊也, 藤井進
    • Journal Title

      電気学会論文誌-D部門誌 Vol.126,No.11

      Pages: 1423-1429

    • NAID

      10018318501

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Evaluation of tool allocation strategies in Flexible Manufacturing System2005

    • Author(s)
      Xiaoming Zhang, S.Fujii, T. Kaihara
    • Journal Title

      JSME International Journal, Series C Vol.48, No.1

      Pages: 37-45

    • NAID

      110004820862

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Study on Data Handling Mechanism of a Distributed Virtual Factory2005

    • Author(s)
      Kentaro Sashio, Susumu Fujii, Toshiya Kaihara
    • Journal Title

      Knowledge and skill chains in Engineering and Manufacturing

      Pages: 293-300

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Evaluation of tool allocation strategies in Flexible Manufacturing System2005

    • Author(s)
      Xiaoming Zhang, S.Fujii, T.Kaihara
    • Journal Title

      JSME International Journal, Series C Vol.48, No.1

      Pages: 37-45

    • NAID

      110004820862

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A Study on Resource Allocation with Buying Behaviour in B to B Commerce2005

    • Author(s)
      T.Kaihara
    • Journal Title

      Electrical Engineers in Japan Vol.153, No.1

      Pages: 63-72

    • NAID

      10011820315

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Autonomous line formation of square arrayed machining cells by self organization mechanism2005

    • Author(s)
      S.Fujii, T.Kaihara, K.Sashio, T.Seki
    • Journal Title

      Proceedings of 18^<th> International Conference on Production Research (CD-ROM)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A proposal of multi-agent negotiation mechanism based on dynamic market concept for Pareto optimal solution2005

    • Author(s)
      T.Kaihara, S.Fujii
    • Journal Title

      2nd International Conference on Industrial Applications of Holonic and Multi-agent Systems

      Pages: 87-98

    • Related Report
      2005 Annual Research Report
  • [Book] Multiagent-based Supply Chain Management2006

    • Author(s)
      Toshiya Kaihara
    • Total Pages
      450
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Multiagent -based Supply Chain Management2006

    • Author(s)
      Toshiya Kaihara
    • Total Pages
      450
    • Publisher
      Springer
    • Related Report
      2006 Annual Research Report
  • [Book] Virtual Enterprise Integration : Technological and Organizational Perspectives2005

    • Author(s)
      Toshiya Kaihara, et al.
    • Total Pages
      454
    • Publisher
      Idea Group Publishing
    • Related Report
      2005 Annual Research Report
  • [Book] Agent-Based Simulation2005

    • Author(s)
      Toshiya Kaihara, et al.
    • Total Pages
      246
    • Publisher
      Springer-Verlag
    • Related Report
      2005 Annual Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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