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Modélisation multiniveau du bien-être social dans un SMA. Application aux problémes d’affectation et d’appariement

Abstract : Multiagent Systems (MAS) allow for empirical comparisons between social welfare metrics, but with a preservation of the privacity of invidual preferences, leading to solving protocols for assignment or matching problems. The recent multi-level MAS offer an explicit representation of intermediate viewpoints between the individual and the collective levels. We propose a multi-level welfare model to define relevant welfare metrics for each agent group. Not only matching and assignment problems are handled through the same formalism, but subtle variations can also be addressed. Finally, we outline the general principles for distributed solvers within this modeling
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Submitted on : Monday, May 25, 2020 - 1:51:27 PM
Last modification on : Thursday, March 24, 2022 - 3:35:56 AM

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Antoine Nongaillard, Sébastien Picault. Modélisation multiniveau du bien-être social dans un SMA. Application aux problémes d’affectation et d’appariement. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2017, 31 (6), pp.709-734. ⟨10.3166/ria.31.709-734⟩. ⟨hal-02618070⟩

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