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A Fuzzy Multi-Agent System for Combinatorial Optimization
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Author(s): Carlos Cruz Corona (Models of Decision and Optimization Research Group, Spain), Juan R. González (Models of Decision and Optimization Research Group, Spain), Alejandro Sancho Royo (Models of Decision and Optimization Research Group, Spain)and David Pelta (Models of Decision and Optimization Research Group, Spain)
Copyright: 2008
Pages: 7
Source title:
Encyclopedia of Networked and Virtual Organizations
Source Author(s)/Editor(s): Goran D. Putnik (University of Minho, Portugal)and Maria Manuela Cruz-Cunha (Polytechnic Institute of Cavado and Ave, Portugal)
DOI: 10.4018/978-1-59904-885-7.ch082
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Abstract
NP-complete problems, like many of those arising in industry, cannot be approached with exact tools in reasonable time, so, approximation approaches are required. Among such approaches, heuristics and metaheuristics methods are considered as very useful tools to obtain reasonably good solutions in limited time for such complex problems, but their application is far from trivial.
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