A kernel least mean square algorithm for fuzzy differential equations and its application in earth’s energy balance model and climate

This paper concentrates on solving fuzzy dynamical differential equations (FDDEs) by use of unsupervised kernel least mean square (UKLMS). UKLMS is a nonlinear adaptive filter which works by applying kernel trick to LMS adaptive filter. UKLMS estimates multivariate function which is embedded to esti...

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Bibliografiske detaljer

Principais autores:	M. Pakdaman, Y. Falamarzi, H. Sadoghi Yazdi, A. Ahmadian, S. Salahshour, F. Ferrara
Format:	Artigo
Sprog:	Inglês
Udgivet:	Elsevier 2020-08-01
Serier:	Alexandria Engineering Journal
Fag:	Least mean square Kernel space Fuzzy dynamical differential equation Energy balance model BFGS optimization algorithm
Online adgang:	http://www.sciencedirect.com/science/article/pii/S1110016820302799
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