Intelligent Engineering Systems through Artificial Neural Networks
11 Optimization of Modular Neural Networks with Type-2 Fuzzy Integration Using General Evolutionary Method with Application in Multimodal Biometry
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We describe in this paper a new evolutionary method for the optimization of a modular neural network for multimodal biometry The proposed evolutionary method produces the best architecture of the modular neural network (number of modules, layers and neurons) and fuzzy inference systems (memberships functions and rules) as fuzzy integration methods. The integration of responses in the modular neural network is performed by using type-1 and type-2 fuzzy inference systems.