The novel characteristics for training Ridge Polynomial neural network based on Lagrange multiplier

In this paper, the Lagrange multiplier is presented to train the Ridge Polynomial neural network, for improving the convergence rate and avoiding the ill-conditioned problem (penalty factor must go to infinity). In the process of training this network, with this method, the constrained problem is su...

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Bibliographic Details
Main Authors: Fei Deng, Shikai Shen, Jun He, Weihao Yue, Kaiguo Qian, Xisong Miao, Peng Xu, Min Wang
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016822004744