Memetic elitist pareto differential evolution algorithm based radial basis function networks for classification problems

• Main Authors: Qasem, S. N., Shamsuddin, Siti Mariyam
• Format: Article
• Published: Elsevier B.V. 2011
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/29295/; http://dx.doi.org/10.1016/j.asoc.2011.05.002
• Institution: Universiti Teknologi Malaysia

This paper presents a new multi-objective evolutionary hybrid algorithm for the design of Radial Basis Function Networks (RBFNs) for classification problems. The algorithm, MEPDEN, Memetic Elitist Pareto evolutionary approach based on the Non-dominated Sorting Differential Evolution (NSDE) multi-obj...