Skip to main content

An Approach to Event-Driven Algorithm for Intelligent Agents in Multi-agent Systems

  • Conference paper
Agent and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 4953))

Abstract

Meta-level agents and intelligent agents in multi-agent systems can be used to search for solutions in networks and graphs where the meta-agents provide paths between nodes based on properties of the graph elements given at the time. A challenge with network problems is finding these search paths while extracting information in the network within an acceptable time bound. Moreover, this is especially difficult when information is extracted and combined from several different sources. Reducing time and making the agents work together requires a plan or an effective algorithm. In this paper we propose an approach to an event-driven algorithm that can search for information in networks using meta-agents in multi-agent systems. The meta-agents monitor the agents using event-driven communication, acting as a search method and extract the searching for information in networks.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Berman, K., Paul, J.: Algorithms: Sequential, Parallel, and Distributed. Course Technology, 1st edn. (2004), ISBN-10: 0534420575

    Google Scholar 

  2. Chelberg, D., Welch, L., Lakshmikumar, A., Gillen, M., Zhou, Q.: Meta-Reasoning For a Distributed Agent Architecture (2000), http://zen.ece.ohiou.edu/~robocup/papers/HTML/SSST/SSST.html

  3. Cormen, T.H., Leiserson, C.E., Riverst, R.L., Stein, C.: Introduction to Algorithms, 2nd edn. The MIT Press, Cambridge (2006)

    Google Scholar 

  4. Dunkels, A., Schmidt, O., Voigt, T., Ali, M.: Protothreads: simplifying event-driven programming of memory-constrained embedded systems. In: Proceedings of the Fourth ACM Conference on Embedded Networked Sensor Systems (SenSys 2006), Boulder, Colorado, USA (2006)

    Google Scholar 

  5. Ferg, S.: Event-Driven Programming: Introduction, Tutorial, History (2006-02-08), http://TutorialEventDrivenProgramming.sourceforge.net

  6. Genesereth, M.R., Ketchpel, S.P.: Software Agents. Communication of the ACM 37(7) (July 1994)

    Google Scholar 

  7. Horowitz, E., Sahni, S., Rajasekaran, S.: Computer Algorithms C++: C++ and Pseudo code Versions, 2ndRev. edn. p. 769. W. H. Freeman, New York (1996)

    Google Scholar 

  8. HÃ¥kansson, A., Hartung, R.: Using Meta-Agents for Multi-Agents in Networks. In: Proceedings of ICAI 2007, The 2007 International Conference on Artificial Intelligence, 2007, WORLDCOMP 2007, June 25-28, 2007, Las Vegas, USA (2007)

    Google Scholar 

  9. Håkansson, A., Hartung, R.: Calculating Optimal Decision Using Meta-level Agents for Multi-Agents in Networks. In: Apolloni, B., Howlett, R.J., Jain, L. (eds.) KES 2007, Part I. LNCS (LNAI), vol. 4692, pp. 180–188. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  10. Ishida, T.: Real-Time Search for Autonomous Agents and Multi-Agent Systems. Journal of Autonomous Agents and Multi-Agent Systems 1(2), 139–167 (1998)

    Article  MathSciNet  Google Scholar 

  11. Kruskal, J.B.: On the Shortest Spanning Subtree of a Graph and the Traveling Salesman Problem. Proceedings of the American Mathematical Society 7(1), 48–50 (1956)

    Article  MathSciNet  Google Scholar 

  12. Luger, G.F.: Artificial Intelligence – Structures and strategies for Complex Problem Solving, 4th edn. Pearson Education, London (2002)

    Google Scholar 

  13. Pfeifer, A., Ururahy, C., Rodriguez, N., Ierusalimschy, R.: Event-Driven Programming for Distributed Multimedia Applications. In: Distributed Computing Systems Workshops Proceedings. 22nd International Conference on Distributed Computing Systems, pp. 583–584 (2002), ISBN: 0-7695-1588-6

    Google Scholar 

  14. Prim, R.C.: Shortest connection networks and some generalizations. Bell System Technical Journal 36, 1389–1401 (1957)

    Google Scholar 

  15. Russell, S., Norvig, P.: Artificial Intelligence: A Modern Approach. Prentice-Hall Inc, Englewood Cliffs (1995)

    MATH  Google Scholar 

  16. Skiena, S.: The Algorithm Design Manual, 1st edn. Springer, Heidelberg (1998)

    Google Scholar 

  17. Sauer, J., Appelrath, H.-J.: Scheduling the Supply Chain by Teams of Agents. In: HICSS 2003, The 36th Annual Hawaii International Conference on System Sciences, p. 81 (2003)

    Google Scholar 

  18. Winston, P.H.: Artificial Intelligence, 3rd edn. Addison-Wesley, Reading (1992)

    Google Scholar 

  19. Wooldridge, M., Jennings, N.R.: Intelligent agents: Theory and practice. Knowledge Engineering Review 10(2) (1995)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ngoc Thanh Nguyen Geun Sik Jo Robert J. Howlett Lakhmi C. Jain

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

HÃ¥kansson, A., Hartung, R. (2008). An Approach to Event-Driven Algorithm for Intelligent Agents in Multi-agent Systems. In: Nguyen, N.T., Jo, G.S., Howlett, R.J., Jain, L.C. (eds) Agent and Multi-Agent Systems: Technologies and Applications. KES-AMSTA 2008. Lecture Notes in Computer Science(), vol 4953. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78582-8_42

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-78582-8_42

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-78581-1

  • Online ISBN: 978-3-540-78582-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics