Towards an Integrated Approach of Real-Time Coordination for Multi-agent Systems | SpringerLink
Skip to main content

Towards an Integrated Approach of Real-Time Coordination for Multi-agent Systems

  • Conference paper
Agent and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2010)

Abstract

Real-time computations in multi-agent systems have been studied from different perspectives of reasoning, message passing , resource management and negotiations. Separate treatment of all these perspectives may result in performance amelioration in one dimension while over-passing others. Here we propose an integrated “real-time” mechanism where all dimensions of temporal behavior are suggested in one unified model.

Here in this position paper, we argue for an integrated and comprehensive treatment of “real-time” issue under the title of coordination. Our position regarding real-time agent coordination would result in overall performance betterment and overhead lessening, if all sub-processes are made to respect “notion of time” in design. We analyze current approaches and options as well as present an outline for an integrated and comprehensive view of “real-time coordination”.

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

Access this chapter

Subscribe and save

Springer+ Basic
¥17,985 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
JPY 3498
Price includes VAT (Japan)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
JPY 5719
Price includes VAT (Japan)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
JPY 7149
Price includes VAT (Japan)
  • 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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Soh, L., Tsatsoulis, C.: A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation. Autonomous Agents and Multi-Agent Systems 11(3), 215–271 (2005)

    Article  Google Scholar 

  2. Liu, X., Zhang, X., Soh, L.K., Al-Jaroodi, J., Jiang, H.: A distributed, multiagent infrastructure for real-time, virtual classrooms. In: Proceedings of the International Conference on Computers in Education (ICCE 2003), Hong Kong, pp. 2–5 (2003)

    Google Scholar 

  3. DiPippo, L.C., Fay-Wolfe, V., Nair, L., Hodys, E., Uvarov, O.: A real-time multi-agent system architecture for e-commerce applications. In: Proceedings of the Fifth International Symposium on Autonomous Decentralized Systems, pp. 357–364. IEEE Press, Washington (2001)

    Chapter  Google Scholar 

  4. Kim, J.H., Shim, H.S., Kim, H.S., Jung, M.J., Choi, I.H., Kim, J.O.: A cooperative multi-agent system and its real time application to robot soccer. In: Proceedings of the IEEE International Conference on Robotics and Automation, pp. 638–643. IEEE, USA (1997)

    Google Scholar 

  5. Julian, V., Botti, V.: Developing real-time multi-agent systems. Integrated Computer-Aided Engineering 11(2), 135–149 (2004)

    Google Scholar 

  6. Julian, V., Soler, J., Moncho, M.C., Botti, V.: Real-Time Multi-Agent System Development and Implementation. In: Frontiers in artificial intelligence and applications, Ourense, Espana, vol. 113, pp. 333–340 (2004)

    Google Scholar 

  7. Micacchi, C., Cohen, R.: A framework for simulating real-time multi-agent systems. Knowl. Inf. Syst. 17(2), 135–166 (2008)

    Article  Google Scholar 

  8. Soler, J., Julian, V., Rebollo, M., Carrascosa, C., Botti, V.: Towards a real-time multi-agent system architecture. In: Proceedings of the First International Workshop on Challenges in Open Agent Systems, AAMAS 2002, Bologna, Italy (2002)

    Google Scholar 

  9. Carrascosa, C., Bajo, J., Julian, V., Corchado, J.M., Botti, V.: Hybrid multi-agent architecture as a real-time problem-solving model. Expert Syst. Appl. 34(1), 2–17 (2008)

    Article  Google Scholar 

  10. Durfee, E.H.: Scaling Up Agent Coordination Strategies. Computer 34(7), 39–46 (2001)

    Article  Google Scholar 

  11. Durfee, E.H.: Challenges to Scaling Up Agent Coordination Strategies. In: Wagner, T.A. (ed.) An Application Science for Multi-Agent Systems, pp. 113–132. Kluwer Academic Publishers, Dordrecht (2004)

    Chapter  Google Scholar 

  12. Real-Time for the Real World, http://www.real-time.org

  13. Jamali, N., Ren, S.: A layered architecture for real-time distributed multi-agent systems. ACM SIGSOFT Soft. Eng. Notes 30(4), 1–8 (2005)

    Article  Google Scholar 

  14. Kraus, S., Wilkenfeld, J., Zlotkin, G.: Multiagent negotiation under time constraints. Artificial Intelligence 75(2), 297–345 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  15. Fatima, S.S., Wooldridge, M., Jennings, N.R.: Multi-issue negotiation under time constraints. In: Proceedings of the First international Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2002), pp. 143–150. ACM, New York (2002)

    Chapter  Google Scholar 

  16. Bouroche, M., Hughes, B., Cahill, V.: Real-time coordination of autonomous vehicles. In: Proceedings of IEEE Conference on Intelligent Transportation Systems (ITSC 2006), pp. 1232–1239. IEEE Computer Society, Los Alamitos (2006)

    Chapter  Google Scholar 

  17. Mock, M., Nett, E.: Real-time communication in autonomous robot systems. In: Proceedings of the Fourth International Symposium on Autonomous Decentralized Systems, pp. 34–41. IEEE Computer Society, Washington (1999)

    Chapter  Google Scholar 

  18. Nwana, H.S., Lee, L.C., Jennings, N.R.: Co-ordination in Multi-Agent Systems. In: Nwana, H.S., Azarmi, N. (eds.) Software Agents and Soft Computing: Towards Enhancing Machine intelligence, Concepts and Applications. LNCS, vol. 1198, pp. 42–58. Springer, Heidelberg (1997)

    Google Scholar 

  19. Allen-Williams, M.: Coordination in multi-agent systems, Ph.D thesis, University of Southampton (2005)

    Google Scholar 

  20. Ciancarini, P., Omicini, A., Zambonelli, F.: Multiagent System Engineering: The Coordination Viewpoint. In: Jennings, N.R., Lespérance, Y. (eds.) ATAL 1999. LNCS, vol. 1757, pp. 250–259. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  21. Gelernter, D., Carriero, N.: Coordination languages and their significance. Commun. 35(2), 97–107 (1992)

    Google Scholar 

  22. Stankovic, J.A., Abdelzaher, T.F., Lu, C., Sha, L., Hou, J.C.: Real-time communication and coordination in embedded sensor networks. Proceedings of the IEEE 91(7), 1002–1022 (2003)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mahdi, G., Gouaïch, A., Michel, F. (2010). Towards an Integrated Approach of Real-Time Coordination for Multi-agent Systems. In: Jędrzejowicz, P., Nguyen, N.T., Howlet, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2010. Lecture Notes in Computer Science(), vol 6070. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13480-7_27

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-13480-7_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-13479-1

  • Online ISBN: 978-3-642-13480-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics