An efficient Levenberg–Marquardt method with a new LM parameter for systems of nonlinear equations
Sign Up to like & getrecommendations! Published in 2018 at "Optimization"
DOI: 10.1080/02331934.2018.1435655
Abstract: Abstract A modified Levenberg–Marquardt method for solving singular systems of nonlinear equations was proposed by Fan [J Comput Appl Math. 2003;21;625–636]. Using trust region techniques, the global and quadratic convergence of the method were proved.… read more here.
Keywords: levenberg marquardt; marquardt method; nonlinear equations; systems nonlinear ... See more keywords
Stability Analysis of the Modified Levenberg–Marquardt Algorithm for the Artificial Neural Network Training
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2020.3015200
Abstract: The Levenberg–Marquardt and Newton are two algorithms that use the Hessian for the artificial neural network learning. In this article, we propose a modified Levenberg–Marquardt algorithm for the artificial neural network learning containing the training… read more here.
Keywords: neural network; levenberg marquardt; marquardt; artificial neural ... See more keywords