FUNCOM: an efficient fuzzy neural training algorithm
Paris Mastorocostas, John B. Theocharis · Proceedings of IEEE 5th International Fuzzy Systems · 2002
A novel algorithm for performing the parameter learning of fuzzy neural networks is suggested, based on the concept of constrained optimization. The algorithm is applied to off-line and online training problems and is compared to standard backpropagation and Fahlman's Quickprop. The experimental results show the efficiency of the suggested algorithm and its superiority over the comparing rivals.