Optimal parameters selection of back propagation algorithm in the feedforward neural network

•An improved BP algorithm which can seek optimal weights and thresholds is proposed.•The iteration process of the improved BP algorithm can be accelerated.•The improved BP algorithm has the probability of global optimization.•Solutions corresponding to the increasing scales of data are convergent.•I...

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Bibliographic Details

Published in:	Engineering analysis with boundary elements Vol. 151; pp. 575 - 596
Main Authors:	Wang, Lihua, Ye, Wenjing, Zhu, Yanjuan, Yang, Fan, Zhou, Yueting
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.06.2023
Subjects:	Convergence Efficiency Improved back propagation algorithm Loss function Optimal weights and thresholds Loss function Efficiency Improved back propagation algorithm Optimal weights and thresholds Convergence
ISSN:	0955-7997
Online Access:	Get full text
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