Multi-agent models for searching Pareto optimal solutions to the problem of forming and dynamic restructuring of coalitions

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Date
2002
Dewey
Intelligence artificielle
Sujet
Multi-agent system; Coalitions; Preferences; Aggregation; Reorganization
Conference name
15th European Conference on Artificial Intelligence, ECAI'02
Conference date
07-2002
Conference city
Lyon
Conference country
France
Book title
Proceedings of the 15th Eureopean Conference on Artificial Intelligence, ECAI'2002, Lyon, France, July 2002
Author
Van Harmelen, Frank
Publisher
IOS Press
Publisher city
Amsterdam
Year
2002
Pages number
764
ISBN
978-1-58603-257-9
URI
https://basepub.dauphine.fr/handle/123456789/4970
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Author
Caillou, Philippe
Pinson, Suzanne
Aknine, Samir
Type
Communication / Conférence
Item number of pages
13-17
Abstract (EN)
The first part of this paper presents a coalition formation method for multi-agent systems which finds a Pareto optimal solution without aggregating the preferences of the agents. This protocol is adapted to problems requiring coordination by coalition formation, where it is undesirable, or not possible, to aggregate the preferences of the agents. The second part proposes an extension of this method enabling dynamic restructuring of coalitions when changes occur in the system.