A comparative analysis of three metaheuristic methods applied to fuzzy cognitive maps learning

A comparative analysis of three metaheuristic methods applied to fuzzy cognitive maps learning

This work analyses the performance of three different population-based metaheuristic approaches applied to Fuzzy cognitive maps (FCM) learning in qualitative control of processes. Fuzzy cognitive maps permit to include the previous specialist knowledge in the control rule. Particularly, Particle Swa...

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Bibliographic Details
Main Authors: Bruno A. Angélico, Márcio Mendonça, Taufik Abrão, Lúcia Valéria R. de Arruda
Format: Article
Language:English
Published: Sociedade Brasileira de Pesquisa Operacional 2013-12-01
Series:Pesquisa Operacional
Subjects:
Fuzzy Cognitive Maps
Particle Swarm Optimization
Genetic Algorithm
process control
statistical convergence analysis
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382013000300007&lng=en&tlng=en

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http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0101-74382013000300007&lng=en&tlng=en

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