Skip to main content

Multi-agent Model to Control Production System: A Reactive and Emergent Approach by Cooperation and Competition between Agents

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2592))

Abstract

Face to strong competitive market, current companies tend to new methods of production, switching from a logic of ≪projected planning≫ to a logic of “Just in time”. In this context, the system that allows controlling the production has to be a modular, flexible and reactive system. The hierarchized and classical approaches don’t permit any more to take into account the complexity linked to such a system. That’s why, we propose an approach, which has reactive, distributive, and emergent properties to control the system of production, based on multi-agent system principles. After having introduced the context and reasoning work, we describe the different parts of our multi-agent model. Lastly, we illustrate this approach on a practical example of production cell.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bouron, T.: Structures de communication et d’organisation pour la communication dans un univers multi-agent. PhD Thesis, University of Paris VI (1993)

    Google Scholar 

  2. Bussmann, S., Schild, K.: An Agent-based Approach to the Control of Flexible Production Systems. In Proc. of the 8th IEEE Int. Conf. on Emergent Technologies and Factory Automation (ETFA 2001), Vol. 2 (2001) 481–488

    Google Scholar 

  3. Casteran, J. C., Gleize, M. P., Glize, P.: Des méthodologies orientées multi-agent. In Proc. of JFIADSMA’00. Hermès Science Publications, ISBN 2-7462-0176-3, Paris (2000) 191–207

    Google Scholar 

  4. Delattre, P.: Système, structure, fonction, évolution. Essai d’analyse épistémologique. PhD Thesis, Paris Maloine-Dion (1971)

    Google Scholar 

  5. Ferber, J.: Les systèmes multi-agents, vers une intelligence collective. InterEditions, Paris (1995).

    Google Scholar 

  6. FIPA Communicative Act Library Specification. Foundation for Intelligent Physical Agents, http://www.Fipa.org/specs/fipa00037/ (2000)

  7. Fox, M. S.: The tove project: Towards a common sense model of the enterprise. In Petrie C. (Ed.): Enterprise Integration. AAAI Press (1992) 291–316

    Google Scholar 

  8. Guessoum, Z.: Un environnement opérationnel de conception et de réalisation de systèmes multi-agents. PhD Thesis, University of Paris VI (1996)

    Google Scholar 

  9. Gutknecht, O., Ferber, J.: MADKIT: une expérience d’architecture de plateforme multiagent générique.. In Proc. of JFIADSMA’00. Hermès Science Publications, ISBN 2-7462-0176-3, Paris (2000) 223–236

    Google Scholar 

  10. Kouiss, K., Gouardères, E., Massotte, P.: Organisations distribuées des systèmes de pilotage. In Pujo P., Kieffer J. P. (eds): Fondements du pilotage des systèmes de production. Hermès Science Publications, ISBN 2-7462-0513-0, Paris (2002) 80–117

    Google Scholar 

  11. Landau, S., Picault, S.: Modelling Adaptive Multi-Agent Systems Inspired by Developmental Biology. In Proc. of AEMAS’2001. Springer-Verlag, Berlin Heidelberg New York (2001) 238–246

    Google Scholar 

  12. Lotzbeyer, A., Muhlfeld, R.: Task Description of Flexible Production Cell With Real Time Properties. Internal report, University of Karlsruhe (1996)

    Google Scholar 

  13. Massotte, P.: Auto-organisation dans les structures et les systèmes In Proc. of MOSIM’99. SCS, Annecy, France (1999) 21–29

    Google Scholar 

  14. Norrie, M., Wunerli, M., Montau, R., Leonhardt, U., Shaad, W., and Schek H. J.: Coordination Approach for CIM. In Proc. of European Workshop on Integrated Manufacturing Systems Engineering (IMSE) (1994) 223–232

    Google Scholar 

  15. Parunak, H. V. D.: Go to the Ant: Engineering Principles from Natural Multi-Agent Systems. Annals of Operations Research, No. 75 (1997) 69–101

    Google Scholar 

  16. Parunak, H. V. D.: Practical and Industrial Applications of Agent-Based Systems. Environmental Research Institute of Michigan (ERIM) (1998)

    Google Scholar 

  17. Shen, W., Norrie, D. H.: Agent-based Systems for Intelligent Manufacturing: A State-ofthe-Art Survey. Knowledge and Information Systems, an International Journal, Vol. 1 No. 2 (1999) 129–156

    Google Scholar 

  18. Smith, R. G., Davis, R.: Framework for cooperation in distributed problem solving. IEEE Transactions on System, Man and Cybernetics, SMC, Vol. 11 No.1 (1981) 61–70

    Article  Google Scholar 

  19. Winograd, T.: Language as a Cognitive Process. Addison-Wesley (1983)

    Google Scholar 

  20. Woods, W. A.: Transition networks grammars for natural language analysis. Communications of the ACM. Vol. 13 No. 10 (1970) 591–606

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Tchikou, M., Gouardères, E. (2003). Multi-agent Model to Control Production System: A Reactive and Emergent Approach by Cooperation and Competition between Agents. In: Carbonell, J.G., Siekmann, J., Kowalczyk, R., Müller, J.P., Tianfield, H., Unland, R. (eds) Agent Technologies, Infrastructures, Tools, and Applications for E-Services. NODe 2002. Lecture Notes in Computer Science(), vol 2592. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36559-1_24

Download citation

  • DOI: https://doi.org/10.1007/3-540-36559-1_24

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00742-5

  • Online ISBN: 978-3-540-36559-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics