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Model-Driven Development of Multi-Agent Based Collaborative Planning Concepts for Heterarchical Supply Chains

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Holonic and Multi-Agent Systems for Manufacturing (HoloMAS 2011)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6867))

Abstract

Decentralized coordination is of major importance in today’s production and logistics networks and subject to current supply chain management (SCM) research. This paper presents a multi-agent based framework in this research context that allows modeling and evaluating decentralized coordination mechanisms in heterarchical supply chains. The motivation, idea and architecture of the framework are presented. A concrete application of this framework is demonstrated by means of modeling and evaluating a current approach to decentralized coordination from SCM research. The focus of the paper lies on the modeling component of the framework.

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References

  1. Stadtler, H., Kilger, C. (eds.): Supply chain management and advanced planning: Concepts, models, software, and case studies, 4th edn. Springer, Berlin (2008)

    Google Scholar 

  2. Breiter, A., Hegmanns, T., Hellingrath, B., Spinler, S.: Coordination in Supply Chain Management - Review and Identification of Directions for Future Research. In: Voss, S., Pahl, J., Schwarze, S. (eds.) Logistik Management. Physica-Verlag, Heidelberg (2009)

    Google Scholar 

  3. Stadtler, H.: A framework for collaborative planning and state-of-the-art. OR Spectrum 31, 5–30 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  4. Moyaux, T., Chaib-draa, B., D‘Amours, S.: Supply chain management and multiagent systems: an overview. In: Chaib-draa, B., Müller, J. (eds.) Multiagent-Based Supply Chain Management. Studies in Computational Intelligence, pp. 1–27. Springer, Berlin (2006)

    Google Scholar 

  5. Hellingrath, B., Böhle, C., van Hueth, J.: A Framework for the Development of Multi-Agent Systems in Supply Chain Management. In: Sprague, R.H. (ed.) Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS 2009, Waikoloa, Big Island, Hawaii, January 5-8, pp. 1530–1605. IEEE, Los Alamitos (2009)

    Google Scholar 

  6. Hellingrath, B., Böhle, C.: Integrierte agentenbasierte Produktions- und Logistikplanung in der Supply Chain. KI - Künstliche Intelligenz 24(2), 115–122 (2010)

    Article  Google Scholar 

  7. Dudek, G.: Collaborative Planning in Supply Chains: A Negotiation-Based Approach, 2nd edn. Springer, Heidelberg (2009)

    Book  MATH  Google Scholar 

  8. Hegmanns, T.: Dezentrales Planungs- und Prozesskonzept für ein kollaboratives Bedarfs- und Kapazitätsmanagement in Produktionsnetzwerken. Verl. Praxiswissen, Dortmund (2010)

    Google Scholar 

  9. Kilger, C., Reuter, B., Stadtler, H.: Collaborative Planning. In: Stadtler, H., Kilger, C. (eds.) Supply Chain Management And Advanced Planning. Concepts, Models, Software, And Case Studies, 4th edn., pp. 263–284. Springer, Berlin (2008)

    Chapter  Google Scholar 

  10. Kirn, S., Herzog, O., Lockemann, P., Spaniol, O. (eds.): Multiagent Engineering. International Handbooks on Information Systems. Springer, New York (2006)

    Google Scholar 

  11. North, M.J., Macal, C.M.: Managing business complexity: Discovering strategic solutions with agent-based modeling and simulation. Oxford University Press, Oxford (2007)

    Book  Google Scholar 

  12. Bellifemine, F., Caire, G., Greenwood, D.P.A.: Developing multi-agent systems with JADE. Wiley, Chichester (2007)

    Book  Google Scholar 

  13. Almeida, J., Dijkman, R., van Sinderen, M., Pires, L.: Platform-independent modelling in MDA: supporting abstract platforms. Model Driven Architecture, 174–188 (2005)

    Google Scholar 

  14. Hellingrath, B., Witthaut, M., Böhle, C., Brügger, S.: An Organizational Knowledge Ontology for Automotive Supply Chains. In: Mařík, V., Strasser, T., Zoitl, A. (eds.) HoloMAS 2009. LNCS, vol. 5696, pp. 37–46. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  15. Böhle, C., Hellingrath, B., Dangelmaier, W., Elskamp, D.: Workflow-based Agents for Supply Chain Management. In: 8th IEEE International Conference on Industrial Informatics (INDIN 2010), Osaka (2010)

    Google Scholar 

  16. Nunes, I., Cirilo, E., de Lucena, C.J.P., Sudeikat, J., Hahn, C., Gomez-Sanz, J.J.: A survey on the implementation of agent oriented specifications. In: Gomez-Sanz, J.J. (ed.) AOSE 2009. LNCS, vol. 6038, pp. 169–179. Springer, Heidelberg (2011)

    Google Scholar 

  17. Warwas, S., Hahn, C.: The DSML4MAS development environment. In: Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2009 (2009)

    Google Scholar 

  18. Hahn, C., Madrigal-Mora, C., Fischer, K.: A platform-independent metamodel for multiagent systems. Autonomous Agents and Multi-Agent Systems 18(2), 239–266 (2009)

    Article  Google Scholar 

  19. Hellingrath, B., Hegmanns, T.: Dezentrales und kollaboratives Bedarfs- und Kapazitätsmanagement in build-to-order Produktions- und Logistiknetzwerken. In: Delfmann, W. (ed.) Strukturwandel in der Logistik. Wissenschaft und Praxis im Dialog. 5. Wissenschaftssymposium Logistik 2010, June 16-17, pp. 11–31. DVV Media Group, Darmstadt (2010)

    Google Scholar 

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Hellingrath, B., Küppers, P. (2011). Model-Driven Development of Multi-Agent Based Collaborative Planning Concepts for Heterarchical Supply Chains. In: Mařík, V., Vrba, P., Leitão, P. (eds) Holonic and Multi-Agent Systems for Manufacturing. HoloMAS 2011. Lecture Notes in Computer Science(), vol 6867. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23181-0_15

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  • DOI: https://doi.org/10.1007/978-3-642-23181-0_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-23180-3

  • Online ISBN: 978-3-642-23181-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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