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Título

A tutorial on optimization for multi-agent systems

AutorCerquides, Jesús; Farinelli, Alessandro; Meseguer, Pedro; Ramchurn, Sarvapali D.
Palabras claveAuctions
Optimization problems
Resource allocation
Multi agent systems
Constrained optimization
Optimization
Coalition formation
DCOP
Distributed constraint optimization
Fecha de publicaciónjun-2014
EditorOxford University Press
CitaciónComputer Journal 57(6): 799-824 (2014)
ResumenResearch 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.
Versión del editorhttps://doi.org/10.1093/comjnl/bxt146
URIhttp://hdl.handle.net/10261/131364
DOI10.1093/comjnl/bxt146
Identificadoresissn: 1460-2067
Aparece en las colecciones: (IIIA) Artículos
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