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Modélisation multi-niveaux des problèmes d'affectation et d'appariement

Abstract : In recent years, assignment or matching problems have been addressed by various multi-agent methods, aimed at enhancing privacy in preferences and constraints for individuals, and at facilitating the distribution of solving. Nevertheless, the agentification of those problems do not fully benefit from the potential of a multi-agent modeling, since they little rely on the organizational structure provided by MAS. In this paper, we rather start from the intrisic ability multilevel MAS to represent intermediate points of view between the individual and the collective levels, to express matching or assignment problems in a homogeneous formalism. This model allows to define relevant metrics to assess the satisfaction of agent groups and allow them to build solutions that improve the overall well-being without disclosing all their individual information. Finally, we outline the general principles for distributed solvers built for this type of modeling.
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Submitted on : Monday, October 10, 2016 - 2:15:21 PM
Last modification on : Saturday, December 18, 2021 - 3:03:10 AM
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  • HAL Id : hal-01378571, version 1

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Antoine Nongaillard, Sébastien Picault. Modélisation multi-niveaux des problèmes d'affectation et d'appariement. 24e Journées Francophones sur les Systèmes Multi-Agents (JFSMA'16), Oct 2016, Rouen, France. pp.75-84. ⟨hal-01378571⟩

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