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An Agent-Based, Multilevel Welfare Assessment ...
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Document type :
Communication dans un congrès avec actes
DOI :
10.1007/978-3-319-59930-4_16
Title :
An Agent-Based, Multilevel Welfare Assessment Model for Encompassing Assignment and Matching Problems
Author(s) :
Nongaillard, Antoine [Auteur] refId
Systèmes Multi-Agents et Comportements [SMAC]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Picault, Sebastien [Auteur] refId
Systèmes Multi-Agents et Comportements [SMAC]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Scientific editor(s) :
Yves Demazeau
Paul Davidsson
Javier Bajo
Zita Vale
Conference title :
15th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'2017)
City :
Porto
Country :
Portugal
Start date of the conference :
2017-06-21
Book title :
Lecture Notes in Computer Science
Journal title :
Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection
Publisher :
Springer
Publication place :
Cham (switzerland)
Publication date :
2017-06
English keyword(s) :
Multi-level agent-based modelling
Social choice theory
Assignment and matching problems
HAL domain(s) :
Informatique [cs]/Système multi-agents [cs.MA]
Informatique [cs]/Modélisation et simulation
Informatique [cs]/Intelligence artificielle [cs.AI]
English abstract : [en]
Multi-Agent Systems (MAS) have been applied in recent years to assignment or matching problems in order to enhance privacy in preferences and constraints for individuals, and to facilitate the distribution of solving. A ...
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Multi-Agent Systems (MAS) have been applied in recent years to assignment or matching problems in order to enhance privacy in preferences and constraints for individuals, and to facilitate the distribution of solving. A further step in this direction consists in using the organisational structures provided by MAS. Thus, in this paper, we rely upon the capability of Multilevel MAS to reify intermediate viewpoints between the individual and the collective levels, in order to encompass matching or assignment problems. Therefore we define a meta-model for assessing the welfare of agent groups with respect to relevant metrics, so that these groups are able to elaborate solutions that improve the collective well-being without forcing them to disclose all their private information. Finally, we outline the general principles for distributed solvers designed for this type of modelling.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Collections :
  • Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189
Source :
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