Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks

This paper presents the emergence of two collective behaviors in interconnected networks. Specifically, the nodes in these networks belong to a particular class of piece-wise linear systems. The global topology of the network is designed in the form of connected subnetworks, which do not necessarily...

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Main Authors: Hector Gilardi-velázquez, Eber J. ávila-martínez, Bahia Betzavet Cassal-quiroga, Adrıana Ruiz-silva
Format: Article
Language:English
Published: Akif AKGUL 2024-06-01
Series:Chaos Theory and Applications
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Online Access:https://dergipark.org.tr/en/download/article-file/3477035
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author Hector Gilardi-velázquez
Eber J. ávila-martínez
Bahia Betzavet Cassal-quiroga
Adrıana Ruiz-silva
author_facet Hector Gilardi-velázquez
Eber J. ávila-martínez
Bahia Betzavet Cassal-quiroga
Adrıana Ruiz-silva
author_sort Hector Gilardi-velázquez
collection DOAJ
description This paper presents the emergence of two collective behaviors in interconnected networks. Specifically, the nodes in these networks belong to a particular class of piece-wise linear systems. The global topology of the network is designed in the form of connected subnetworks, which do not necessarily share the same structure and coupling strength. In particular, it is considered that there are two levels of connection, the internal level is related to the connection between the nodes of each subnetwork; while the external level is related to connections between subnetworks. In this configuration, the internal level is considered to provide lower bounds on the coupling strength to ensure internal synchronization of subnetworks. The external level has a relevant value in the type of collective behavior that can be achieved, for which, we determine conditions in the coupling scheme, to achieve partial or complete cluster synchronization, preserving the internal synchronization of each cluster. The analysis of the emergence of stable collective behavior is presented by using Lyapunov functions of the different coupling. The theoretical results are validated by numerical simulations.
format Article
id doaj-art-83fa1282b0564af2b06c0834718f05e0
institution Kabale University
issn 2687-4539
language English
publishDate 2024-06-01
publisher Akif AKGUL
record_format Article
series Chaos Theory and Applications
spelling doaj-art-83fa1282b0564af2b06c0834718f05e02025-01-23T18:19:49ZengAkif AKGULChaos Theory and Applications2687-45392024-06-016212213010.51537/chaos.13765011971Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with SubnetworksHector Gilardi-velázquez0https://orcid.org/0000-0002-4978-4526Eber J. ávila-martínezhttps://orcid.org/0000-0001-7441-7923Bahia Betzavet Cassal-quiroga1https://orcid.org/0000-0001-6122-4815Adrıana Ruiz-silva2https://orcid.org/0000-0002-7759-6282UPUASLPUniversidad Estatal de SonoraThis paper presents the emergence of two collective behaviors in interconnected networks. Specifically, the nodes in these networks belong to a particular class of piece-wise linear systems. The global topology of the network is designed in the form of connected subnetworks, which do not necessarily share the same structure and coupling strength. In particular, it is considered that there are two levels of connection, the internal level is related to the connection between the nodes of each subnetwork; while the external level is related to connections between subnetworks. In this configuration, the internal level is considered to provide lower bounds on the coupling strength to ensure internal synchronization of subnetworks. The external level has a relevant value in the type of collective behavior that can be achieved, for which, we determine conditions in the coupling scheme, to achieve partial or complete cluster synchronization, preserving the internal synchronization of each cluster. The analysis of the emergence of stable collective behavior is presented by using Lyapunov functions of the different coupling. The theoretical results are validated by numerical simulations.https://dergipark.org.tr/en/download/article-file/3477035network of subnetworksmulti-scroll systemssynchronizationpwl systems
spellingShingle Hector Gilardi-velázquez
Eber J. ávila-martínez
Bahia Betzavet Cassal-quiroga
Adrıana Ruiz-silva
Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
Chaos Theory and Applications
network of subnetworks
multi-scroll systems
synchronization
pwl systems
title Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
title_full Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
title_fullStr Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
title_full_unstemmed Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
title_short Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
title_sort emergent behaviors in coupled multi scroll oscillators in network with subnetworks
topic network of subnetworks
multi-scroll systems
synchronization
pwl systems
url https://dergipark.org.tr/en/download/article-file/3477035
work_keys_str_mv AT hectorgilardivelazquez emergentbehaviorsincoupledmultiscrolloscillatorsinnetworkwithsubnetworks
AT eberjavilamartinez emergentbehaviorsincoupledmultiscrolloscillatorsinnetworkwithsubnetworks
AT bahiabetzavetcassalquiroga emergentbehaviorsincoupledmultiscrolloscillatorsinnetworkwithsubnetworks
AT adrıanaruizsilva emergentbehaviorsincoupledmultiscrolloscillatorsinnetworkwithsubnetworks