Cooperative Problem Solving Using an Agent-Based Market

  • David Cornforth
  • Michael Kirley
Conference paper

DOI: 10.1007/978-3-540-24854-5_6

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3102)
Cite this paper as:
Cornforth D., Kirley M. (2004) Cooperative Problem Solving Using an Agent-Based Market. In: Deb K. (eds) Genetic and Evolutionary Computation – GECCO 2004. GECCO 2004. Lecture Notes in Computer Science, vol 3102. Springer, Berlin, Heidelberg

Abstract

A key problem in multi-agent systems research is identifying appropriate techniques to facilitate effective cooperation between agents. In this paper, we investigate the efficacy of a novel market-based aggregation technique in addressing this problem. An incremental transaction-based protocol is introduced where agents establish links by buying and selling from each other. Market transactions equate to agents coordinating their plans and sharing their resources to meet the global objective. An important contribution of this study is to clarify whether, in some circumstances, a market-based model leads to the effective formation of agent teams (or coalitions) and thus, solutions to the problem-solving task.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • David Cornforth
    • 1
  • Michael Kirley
    • 2
  1. 1.School of Environmental and Information SciencesCharles Sturt UniversityAlburyAustralia
  2. 2.Department of Computer Science and Software EngineeringUniversity of MelbourneMelbourneAustralia

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