Information Sciences: an International Journal
Concurrent collective strategy diffusion of multiagents: the spatial model and case study
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews - Special issue on information reuse and integration
Searching for overlapping coalitions in multiple virtual organizations
Information Sciences: an International Journal
A revision algorithm for invalid encodings in concurrent formation of overlapping coalitions
Applied Soft Computing
Journal of Parallel and Distributed Computing
Preference Coalition Formation Scheme for Buyer Coalition Services with Bundles of Items
International Journal of Systems and Service-Oriented Engineering
Preference Coalition Formation Scheme for Buyer Coalition Services with Bundles of Items
International Journal of Systems and Service-Oriented Engineering
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A new distributed agent algorithm for resource co-allocation to different tasks is proposed. The algorithm extends a belief-desire-intention (BDI) assignment algorithm with resource capability reasoning. It enables resource agents to form coalitions via iterative BDI reasoning and negotiation given the limited capabilities of the resources vis-a-vis task requirements, without directly limiting the coalition size. In the worst case analysis, the number of negotiation rounds required by the algorithm is shown to be of a polynomial order in the number of agents. Empirical evidence from simulations shows that the algorithm yields favorable results in terms of the number of effective coalitions formed for different tasks. Fundamental differences between the proposed algorithm and related work are also discussed.