Skip to main content

Multi-agent Coordination through Mutualistic Interactions

  • Conference paper
  • 523 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7254))

Abstract

In this paper we present an ecologically-inspired approach to agent coordination. Mutualistic networks of interacting species in nature possess characteristics that provide the systems they represent with features of stability, minimised competition, and increased biodiversity. We take inspiration from some of the ecological mechanisms that operate at the interaction level in mutualistic interactions, and which are believed to be responsible for the emergence of these system level patterns, in order to promote this structural organisation in networks of interacting agents, enhancing in this way their cooperative abilities. We demonstrate that given plausible starting conditions, we can expect mutualistic features to appear in self-organising agent systems, and we compare them with natural ones to show how the characteristics displayed by ecologically inspired networks of agents are similar to those found in natural communities. We argue that the presence of these patterns in agent interaction networks confer these systems with properties similar to those found in mutualistic communities found in the real world.

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   49.99
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. Almeida-Neto, M., Guimarães, P., Guimarães Jr., P.R., Loyola, R.D., Ulrich, W.: A consistent metric for nestedness analysis in ecological systems: reconciling concept and measurement. Oikos 117(8), 1227–1239 (2008)

    Article  Google Scholar 

  2. Atmar, W., Patterson, B.D.: The measure of order and disorder in the distribution of species in fragmented habitat. Oecologia 96(3), 373–382 (1993)

    Article  Google Scholar 

  3. Axelrod, R.: The dissemination of culture: A model with local convergence and global polarization. Journal of Conflict Resolution 41(2), 203 (1997)

    Article  Google Scholar 

  4. Bascompte, J., Jordano, P.: Plant-animal mutualistic networks: the architecture of biodiversity. Annu. Rev. Ecol. Evol. Syst. 38, 567–593 (2007)

    Article  Google Scholar 

  5. Bastolla, U., Fortuna, M.A., Pascual-Garcia, A., Ferrera, A., Luque, B., Bascompte, J.: The architecture of mutualistic networks minimizes competition and increases biodiversity. Nature 458(7241), 1018–1020 (2009)

    Article  Google Scholar 

  6. Berlow, E.L.: Strong effects of weak interactions in ecological communities. Nature 398(6725), 330–334 (1999)

    Article  Google Scholar 

  7. Centola, D., González-Avella, J., Eguíluz, V., Miguel, M.S.: Homophily, cultural drift, and the co-evolution of cultural groups. Journal of Conflict Resolution 51(6), 905 (2007)

    Article  Google Scholar 

  8. de Pinnick Bas, A.P., Dupplaw, D., Kotoulas, S., Siebes, R.: The openknowledge kernel. International Journal of Applied Mathematics and Computer Sciences 4(3), 162–167 (2007)

    Google Scholar 

  9. Joppa, L.N., Montoya, J.M., Solé, R.V., Sanderson, J., Pimm, S.L.: On nestedness in ecological networks. Evolutionary Ecology Research 12(1), 35–46 (2010)

    Google Scholar 

  10. Lurgi, M.: Ecologically inspired agent networks. Master’s thesis, University of Edinburgh. College of Science and Engineering. School of Informatics (2010)

    Google Scholar 

  11. Montoya, J.M., Pimm, S.L., Solé, R.V.: Ecological networks and their fragility. Nature 442(7100), 259–264 (2006)

    Article  Google Scholar 

  12. Montoya, J.M., Solé, R.V.: Small world patterns in food webs. Journal of Theoretical Biology 214(3), 405–412 (2002)

    Article  Google Scholar 

  13. Rezende, E.L., Lavabre, J.E., Guimarães Jr., P.R., Jordano, P., Bascompte, J.: Non-random coextinctions in phylogenetically structured mutualistic networks. Nature 448(7156), 925–928 (2007)

    Article  Google Scholar 

  14. Robertson, D.: A Lightweight Coordination Calculus for Agent Systems. In: Leite, J., Omicini, A., Torroni, P., Yolum, P. (eds.) DALT 2004. LNCS (LNAI), vol. 3476, pp. 183–197. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  15. Rodríguez-Gironés, M.A., Santamaría, L.: A new algorithm to calculate the nestedness temperature of presence–absence matrices. Journal of Biogeography 33(5), 924–935 (2006)

    Article  Google Scholar 

  16. Strogatz, S.H.: Exploring complex networks. Nature 410(6825), 268–276 (2001)

    Article  Google Scholar 

  17. Vázquez, D.P., Aizen, M.A.: Asymmetric specialization: a pervasive feature of plant-pollinator interactions. Ecology 85(5), 1251–1257 (2004)

    Article  Google Scholar 

  18. Vázquez, D.P., Blüthgen, N., Cagnolo, L., Chacoff, N.P.: Uniting pattern and process in plant-animal mutualistic networks: a review. Annals of Botany 103(9), 1445–1457 (2009)

    Article  Google Scholar 

  19. Villalba, C., Zambonelli, F.: An nature-inspired approach for large-scale pervasive service ecosystems. In: Proceedings of the 4th AAMAS Workshop on Massive Multiagent Systems. IFAAMAS (May 2009)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lurgi, M., Robertson, D. (2012). Multi-agent Coordination through Mutualistic Interactions. In: Cranefield, S., van Riemsdijk, M.B., Vázquez-Salceda, J., Noriega, P. (eds) Coordination, Organizations, Institutions, and Norms in Agent System VII. COIN 2011. Lecture Notes in Computer Science(), vol 7254. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35545-5_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-35545-5_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-35544-8

  • Online ISBN: 978-3-642-35545-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics