Levenberg-Marquardt training method for Type-2 fuzzy neural networks and its stability analysis
Mojtaba Ahmadieh Khanesar, Erdal Kayacan · 2015
In this paper, an alternative stability analysis for the Levenberg-Marquardt (LM) algorithm is proposed for the training of Type-2 fuzzy neural networks (T2FNNs). The benefit of the proposed stability analysis is that it does not require any eigenvalues computations, and hence it is simpler when compared to the existing stability analysis studies in literature.