Analysis on passivity for uncertain neural networks with time-varying delays
type: Item
instance of: scholarly article
title: Analysis on passivity for uncertain neural networks with time-varying delays
zbMATH Open document ID: 1407.93312
DOI: 10.1155/2014/602828
author: Xianqiang Yang
published in: Mathematical Problems in Engineering
publication date: 2019-02-08T00:00:00Z
review text: Summary: The problem of passivity analysis for neural networks with time-varying delays and parameter uncertainties is considered. By the consideration of newly constructed Lyapunov-Krasovskii functionals, improved sufficient conditions to guarantee the passivity of the concerned networks are proposed with the framework of linear matrix inequalities (LMIs), which can be solved easily by various efficient convex optimization algorithms. The enhancement of the feasible region of the proposed criteria is shown via two numerical examples by the comparison of maximum allowable delay bounds.
Mathematics Subject Classification ID: 93D05
Mathematics Subject Classification ID: 92B20
Mathematics Subject Classification ID: 93D20
zbMATH DE Number: 7016832
Wikidata QID: Q57590653
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2014/602828
OpenAlex ID: W2100389438
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description: scientific article; zbMATH DE number 7016832