Canuto, Anne Magaly de PaulaAbreu, Marjory Cristiany da Costa2014-12-172007-02-282014-12-172006-10-26ABREU, Marjory Cristiany da Costa. Analisando o desempenho do ClassAge: um sistema multiagentes para classificação de padrões. 2006. 149 f. Dissertação (Mestrado em Ciência da Computação) - Universidade Federal do Rio Grande do Norte, Natal, 2006.https://repositorio.ufrn.br/jspui/handle/123456789/18070The use of multi-agent systems for classification tasks has been proposed in order to overcome some drawbacks of multi-classifier systems and, as a consequence, to improve performance of such systems. As a result, the NeurAge system was proposed. This system is composed by several neural agents which communicate and negotiate a common result for the testing patterns. In the NeurAge system, a negotiation method is very important to the overall performance of the system since the agents need to reach and agreement about a problem when there is a conflict among the agents. This thesis presents an extensive analysis of the NeurAge System where it is used all kind of classifiers. This systems is now named ClassAge System. It is aimed to analyze the reaction of this system to some modifications in its topology and configurationapplication/pdfAcesso AbertoSistemas multiagentesMétodos de classificaçãoMétodos de negociaçãoSistemas multi-classificadoresEnsembleMulti-agent systemsClassification methodsNegotiation methodsMulti-classfiers systemsEnsemblemasterThesisCNPQ::CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO::SISTEMAS DE COMPUTACAO