A Novel Error-Based Adaptive Feedback Zeroing Neural Network for Solving Time-Varying Quadratic Programming Problems

A Novel Error-Based Adaptive Feedback Zeroing Neural Network for Solving Time-Varying Quadratic Programming Problems

This paper introduces a novel error-based adaptive feedback zeroing neural network (EAF-ZNN) to solve the time-varying quadratic programming (TVQP) problem. Compared to existing variable gain ZNNs, the EAF-ZNN dynamically adjusts the parameter to adaptively accelerate without increasing to very larg...

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Bibliographic Details
Main Authors: Daxuan Yan, Chunquan Li, Junyun Wu, Jinhua Deng, Zhijun Zhang, Junzhi Yu, Peter X. Liu
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Mathematics
Subjects:
time-varying quadratic programming (TVQP)
adaptive parameter
convergence analysis
zeroing neural network (ZNN)
PID control
Online Access:https://www.mdpi.com/2227-7390/12/13/2090

Internet

https://www.mdpi.com/2227-7390/12/13/2090

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