Listar DIAN-Artículos, capítulos... por autor "98a79fec-497f-41ed-96db-36a9d7695796"
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A two-stage algorithm in evolutionary product unit neural networks for classification
Tallón-Ballesteros, Antonio J.; Hervás-Martínez, César (Elsevier, 2011)This paper presents a procedure to add broader diversity at the beginning of the evolutionary process. It consists of creating two initial populations with different parameter settings, evolving them for a small number of ... -
An Extended Approach of a Two-Stage Evolutionary Algorithm in Artificial Neural Networks for Multiclassification Tasks
Tallón-Ballesteros, Antonio J.; Hervás-Martínez, César; Gutiérrez, Pedro A. (Springer, 2016)This chapter considers a recent algorithm to add broader diversity at the beginning of the evolutionary process and extends it to sigmoidal neural networks. A simultaneous evolution of architectures and weights is performed ...