Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization

In this paper, an adaptive evolutionary multiobjective selection method of RBF Networks structure is discussed. The candidates of RBF Network structures are encoded into particles in Particle Swarm Optimization (PSO). These particles evolve toward Pareto-optimal front defined by several objective fu...

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Bibliographic Details
Main Authors: Qasem, Sultan Noman, Shamsuddin, Siti Mariyam
Format: Book Section
Published: IEEE 2009
Subjects: