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A tutorial on optimization for multi-agent systems

AuthorsCerquides, Jesús ; Farinelli, Alessandro; Meseguer, Pedro ; Ramchurn, Sarvapali D.
Optimization problems
Resource allocation
Multi agent systems
Constrained optimization
Coalition formation
Distributed constraint optimization
Issue DateJun-2014
PublisherOxford University Press
CitationComputer Journal 57(6): 799-824 (2014)
AbstractResearch on optimization in multi-agent systems (MASs) has contributed with a wealth of techniques to solve many of the challenges arising in a wide range of multi-agent application domains. Multi-agent optimization focuses on casting MAS problems into optimization problems. The solving of those problems could possibly involve the active participation of the agents in a MAS. Research on multi-agent optimization has rapidly become a very technical, specialized field. Moreover, the contributions to the field in the literature are largely scattered. These two factors dramatically hinder access to a basic, general view of the foundations of the field. This tutorial is intended to ease such access by providing a gentle introduction to fundamental concepts and techniques on multi-agent optimization. © 2013 The Author.
Publisher version (URL)https://doi.org/10.1093/comjnl/bxt146
Identifiersissn: 1460-2067
Appears in Collections:(IIIA) Artículos
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