Skip to main content

Evolving Routing Algorithms with the JBGP-System

  • Conference paper
Book cover Evolutionary Image Analysis, Signal Processing and Telecommunications (EvoWorkshops 1999)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1596))

Included in the following conference series:

Abstract

This paper describes work in progress where we apply Genetic Programming to the problem of finding routing algorithms in telecommunication networks, using a network simulator and the Java Bytecode Genetic Programming System being developed at the EHPT lab.

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 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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Appleby, S., Steward, S.: Mobile Software Agents for Control in Telecommunication Networks. BT Technology Journal 12(2) (1994)

    Google Scholar 

  2. Banzhaf, W., Nordin, P., Keller, R.E., Francone, F.D.: Genetic Programming – An Introduction. Morgan Kauffmann, San Francisco (1998)

    MATH  Google Scholar 

  3. Kirkwood, I.M.A., Shami, S.H., Sinclair, M.C.: Discovering simple fault-tolerant routing rules using genetic programming. In: ICANNGA 1997, University of East Anglia, Norwich, UK (1997)

    Google Scholar 

  4. Koza, J.R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, Cambridge (1992)

    MATH  Google Scholar 

  5. Lukschandl, E., Holmlund, M., Modén, E.: Automatic Evolution of Java Bytecode: First Experience with the Java Virtual Machine. In: Late Breaking Papers at the First European Workshop on Genetic Programming (EuroGP 1998) Paris, April 14-15 (1998)

    Google Scholar 

  6. Lukschandl, E., Holmlund, M., Modén, E.: Induction of Java Bytecode with Genetic Programming. In: Koza, J.R. (ed.) Late Breaking Papers at the Genetic Programming Conference, University of Wisconsin, Stanford University Bookstore, Stanford (1998)

    Google Scholar 

  7. Nordin, P., Banzhaf, W.: An On-Line Method to Evolve Behaviour and to Control a Minature Robot in Real Time with Genetic Programming. Adaptive Behavior 5(2), 107–140 (1997)

    Article  Google Scholar 

  8. Shami, S.H., Kirkwood, I.M.A., Sinclair, M.C.: Evolving simple fault-tolerant routing rules using genetic programming. Electronics Letters 33(17), 1440–1441 (1997)

    Article  Google Scholar 

  9. Schoonderwoerd, R., Holland, O.E., Bruten, J.L., Rothkrantz, L.J.M.: Ant-like Agents for Load Balancing in Telecommunication Networks. In: Agents 1997, Marina del Ray CA, USA (1997)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1999 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lukschandl, E., Borgvall, H., Nohle, L., Nordahl, M., Nordin, P. (1999). Evolving Routing Algorithms with the JBGP-System. In: Poli, R., Voigt, HM., Cagnoni, S., Corne, D., Smith, G.D., Fogarty, T.C. (eds) Evolutionary Image Analysis, Signal Processing and Telecommunications. EvoWorkshops 1999. Lecture Notes in Computer Science, vol 1596. Springer, Berlin, Heidelberg. https://doi.org/10.1007/10704703_16

Download citation

  • DOI: https://doi.org/10.1007/10704703_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-65837-5

  • Online ISBN: 978-3-540-48917-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics