157 citations · 237 across the 6 of their papers we have counts for
3 papers · 1 filter
A two-stage algorithm in evolutionary product unit neural networks for classification
Antonio J. Tallón-Ballesteros, César Hervás-Martínez
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 sett…
Distribution of the search of evolutionary product unit neural networks for classification
A. J. Tallón-Ballesteros, P. A. Gutiérrez-Peña, C. Hervás-Martínez
This paper deals with the distributed processing in the search for an optimum classification model using evolutionary product unit neural networks. For this distributed search we u…
CIXL2: A Crossover Operator for Evolutionary Algorithms Based on Population Features
N. García-Pedrajas, C. Hervás-Martínez, D. Ortiz-Boyer
In this paper we propose a crossover operator for evolutionary algorithms with real values that is based on the statistical theory of population distributions. The operator is base…