The design of self-organizing fuzzy neural networks based on Ga-ecpso and MBP

Abstract

A novel hybrid learning algorithm which automates the design of the FNNs is proposed in this paper. It is based on two-stage learning process. First, mean shift clustering (MSC) and mean firing strength (MFS) are combined to identify the structure. The MSC is used to generate the initial network structure and parameters of each neuron and MFS refines the… (More)
DOI: 10.1109/ICSMC.2007.4413794

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Cite this paper

@article{Zhao2007TheDO, title={The design of self-organizing fuzzy neural networks based on Ga-ecpso and MBP}, author={Liang Zhao and Fei-Yue Wang}, journal={2007 IEEE International Conference on Systems, Man and Cybernetics}, year={2007}, pages={1618-1623} }