Multiagent resource allocation in k-additive domains: Preference representation and complexity

Open Access
Authors
Publication date 2008
Journal Annals of Operations Research
Volume | Issue number 163 | 1
Pages (from-to) 49-62
Organisations
  • Interfacultary Research - Institute for Logic, Language and Computation (ILLC)
Abstract We study a framework for multiagent resource allocation where autonomous software agents negotiate over the allocation of bundles of indivisible resources. Connections to well-known combinatorial optimisation problems, including the winner determination problem in combinatorial auctions, shed light on the computational complexity of the framework. We give particular consideration to scenarios where the preferences of agents are modelled in terms of k-additive utility functions, i.e. scenarios where synergies between different resources are restricted to bundles of at most k items.
Document type Article
Published at https://doi.org/10.1007/s10479-008-0335-0
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