Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.

This paper studies the non-fragile mixed H∞ and passive synchronization problem for Markov jump neural networks. The randomly occurring controller gain fluctuation phenomenon is investigated for non-fragile strategy. Moreover, the mixed time-varying delays composed of discrete and distributed delays...

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Main Author:	Chao Ma
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2017-01-01
Series:	PLoS ONE
Online Access:	http://europepmc.org/articles/PMC5391947?pdf=render

id	doaj-2f095c01f8c64ccba797d8309bf59bca
record_format	Article
spelling	doaj-2f095c01f8c64ccba797d8309bf59bca2020-11-25T01:46:31ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01124e017567610.1371/journal.pone.0175676Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.Chao MaThis paper studies the non-fragile mixed H∞ and passive synchronization problem for Markov jump neural networks. The randomly occurring controller gain fluctuation phenomenon is investigated for non-fragile strategy. Moreover, the mixed time-varying delays composed of discrete and distributed delays are considered. By employing stochastic stability theory, synchronization criteria are developed for the Markov jump neural networks. On the basis of the derived criteria, the non-fragile synchronization controller is designed. Finally, an illustrative example is presented to demonstrate the validity of the control approach.http://europepmc.org/articles/PMC5391947?pdf=render
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Chao Ma
spellingShingle	Chao Ma Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation. PLoS ONE
author_facet	Chao Ma
author_sort	Chao Ma
title	Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.
title_short	Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.
title_full	Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.
title_fullStr	Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.
title_full_unstemmed	Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.
title_sort	non-fragile mixed h∞ and passive synchronization of markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.
publisher	Public Library of Science (PLoS)
series	PLoS ONE
issn	1932-6203
publishDate	2017-01-01
description	This paper studies the non-fragile mixed H∞ and passive synchronization problem for Markov jump neural networks. The randomly occurring controller gain fluctuation phenomenon is investigated for non-fragile strategy. Moreover, the mixed time-varying delays composed of discrete and distributed delays are considered. By employing stochastic stability theory, synchronization criteria are developed for the Markov jump neural networks. On the basis of the derived criteria, the non-fragile synchronization controller is designed. Finally, an illustrative example is presented to demonstrate the validity of the control approach.
url	http://europepmc.org/articles/PMC5391947?pdf=render
work_keys_str_mv	AT chaoma nonfragilemixedhandpassivesynchronizationofmarkovjumpneuralnetworkswithmixedtimevaryingdelaysandrandomlyoccurringcontrollergainfluctuation
_version_	1725018944765427712

Non-fragile mixed H∞ and passive synchronization of Markov jump neural networks with mixed time-varying delays and randomly occurring controller gain fluctuation.

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