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Towards Improving Supply Chain Coordination through Agent-Based Simulation

  • Areti Manataki
  • Yun-Heh Chen-Burger
  • Michael Rovatsos
Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 71)

Abstract

One of the most significant paradigm shifts of modern business management is that individual businesses no longer compete as autonomous entities but rather as supply chains. However, the majority of companies, especially small and medium enterprises, fail to design and manage their supply chains in a profitable way, as it is difficult to understand the complex dynamics of Supply Chain Management (SCM). In this paper we argue that agent technologies can provide an intelligent solution to the improvement of SCM. We present a multiagent-based framework for simulating supply chain (SC) operation and re-configuration, with the vision of helping to improve overall SC performance and coordination. The suggested key innovation lies in the better explanation of simulation results and its attractiveness to SCM practitioners. Its theoretical conceptualisation, a logic-based formalisation and the system’s architecture that combines agent technologies with business rules and business process modelling are presented.

Keywords

Supply Chain Management Multiagent System Business Process Model Business Rule Supply Chain Performance 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Burgess, K., Singh, P.J., Koroglu, R.: Supply chain management: a structured literature review and implications for future research. International Journal of Operations & Production Management 26, 703–729 (2006)CrossRefGoogle Scholar
  2. 2.
    Chen-Burger, Y.H., Tate, A., Robertson, D.: Enterprise Modelling: A Declarative Approach for FBPML. In: European Conference of Artificial Intelligence, ECAI, Lyon, France (2002)Google Scholar
  3. 3.
    Chopra, S., Meindl, P.: Supply Chain Management: Strategy, Planning and Operation. Prentice Hall, Englewood Cliffs (2003)Google Scholar
  4. 4.
    Emerson, D., Piramuthu, S.: Agent-Based Framework for Dynamic Supply Chain Configuration. In: Proceedings of the 37th Annual Hawaii International Conference on System Sciences, January 5-8. IEEE Computer Society, Washington (2004)Google Scholar
  5. 5.
    Fox, M.S., Barbuceanu, M., Teigen, R.: Agent-Oriented Supply Chain Management. International Journal of Flexible Manufacturing Systems 12(2-3), 165–188 (2000)CrossRefGoogle Scholar
  6. 6.
    Galbraith, J.: Designing Organizations: An Executive Briefing on Strategy, Structure, and Process. Jossey-Bass, San Francisco (1995)Google Scholar
  7. 7.
    Goldkuhl, G.: The six phases of business processes – business communication and the exchange of value. In: 12th biennial ITS conference Beyond convergence (ITS 1998), Stockholm (1998)Google Scholar
  8. 8.
    Lambert, D.M., Cooper, M.C.: Issues in Supply Chain Management. Industrial Marketing Management 29(1), 65–83 (2000)CrossRefGoogle Scholar
  9. 9.
    Manataki, A., Chen-Burger, Y.H.: Analysing Supply Chain Strategies Using Knowledge-Based Techniques. In: Proceedings of the 3rd KES Symposium on Agents and Multi-Agent Systems – Technologies and Applications, Invited Session on Digital Economy, Uppsala, Sweden, June 2009. Springer, Berlin (2009)Google Scholar
  10. 10.
    Mitkas, P.A., Nikolaidou, P.: Agents and Multi-Agent Systems in Supply Chain Management: An Overview. In: Protogeros, N. (ed.) Agent and Web Service Technologies in Virtual Enterprises, ch. 13. Information Science Reference, New York (2008)Google Scholar
  11. 11.
    Moyaux, T., Chaib-draa, B., D’Amours, S.: Supply Chain Management and Multiagent Systems: An Overview. In: Chaib-draa, B., Müller, J.P. (eds.) Multiagent based Supply Chain Management, ch.1. Springer, Berlin (2006)Google Scholar
  12. 12.
    Srai, J.G., Gregory, M.: A supply network configuration perspective on international supply chain development. International Journal of Operations Management 28(5), 386–411 (2008)CrossRefGoogle Scholar
  13. 13.
    Stadtler, H., Kilger, C.: Supply chain management and advanced planning: concepts, models, software and case studies. Springer, Heidelberg (2005)Google Scholar
  14. 14.
    Supply Chain Council, Supply-Chain Operations Reference-model, Version 9.0 (2008), http://www.supply-chain.org
  15. 15.
    Swaminathan, J.M., Smith, S.F., Sadeh, M.: Modeling Supply Chain Dynamics: A Multiagent Approach. Decision Sciences 29(3), 607–632 (1998)CrossRefGoogle Scholar
  16. 16.
    Weber, C.A., Current, J.R., Benton, W.C.: Vendor selection criteria and methods. European Journal of Operational Research 50, 2–18 (1991)CrossRefGoogle Scholar
  17. 17.
    Weill, P., Malone, T.W., D’Urso, V.T., Herman, G., Woerner, S.: Do Some Business Models Perform Better than Others? A Study of the 1000 Largest US Firms, MIT Center for Coordination Science Working Paper No. 226, MIT Sloan School Working Paper 4615-06 (2004)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Areti Manataki
    • 1
  • Yun-Heh Chen-Burger
    • 1
  • Michael Rovatsos
    • 1
  1. 1.School of InformaticsThe University of EdinburghEdinburghUK

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