Emergent Behaviors in Coupled Multi-scroll Oscillators in Network with Subnetworks
Year 2024,
Volume: 6 Issue: 2, 122 - 130, 30.06.2024
Adrıana Ruiz-silva
,
Bahia Betzavet Cassal-quiroga
,
Eber J. ávila-martínez
,
Hector Gilardi-velázquez
Abstract
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.
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Year 2024,
Volume: 6 Issue: 2, 122 - 130, 30.06.2024
Adrıana Ruiz-silva
,
Bahia Betzavet Cassal-quiroga
,
Eber J. ávila-martínez
,
Hector Gilardi-velázquez
References
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Escobar, and C. Posadas-Castillo, 2023 Master–slave outer synchronization
in different inner–outer coupling network topologies.
Entropy 25: 707.
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2008 Synchronization in complex networks. Physics reports 469:
93–153.
- Ávila-Martínez, E. J., J. L. Echenausía-Monroy, and A. Ruíz-Sílva,
2022 Multi-scroll systems synchronization on strongly connected
digraphs. Chaos Theory and Applications 4: 205–211.
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Gardenes, et al., 2014 The structure and dynamics of multilayer
networks. Physics reports 544: 1–122.
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et al., 2023 The structure and dynamics of networks with higher
order interactions. Physics Reports 1018: 1–64.
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dissipative systems via third-order differential equation. International
Journal of Modern Physics C 27: 1650008.
- Campos-Cantón, E., J. G. Barajas-Ramirez, G. Solis-Perales, and
R. Femat, 2010 Multiscroll attractors by switching systems.
Chaos: An Interdisciplinary Journal of Nonlinear Science 20.
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from switching unstable dissipative systems. Chaos: An
Interdisciplinary Journal of Nonlinear Science 22.
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networks : models, structures, and dynamics .
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Multilayer networks: metrics and spectral properties. Interconnected
networks pp. 17–35.
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et al., 2013 Mathematical formulation of multilayer networks.
Physical Review X 3: 041022.
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to generate attractors with a high number of scrolls. Nonlinear
Analysis: Hybrid Systems 35: 100822.
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Rodriguez, and E. Campos-Cantón, 2017 Multistability in piecewise
linear systems versus eigenspectra variation and round
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1730031.
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of complex clustered networks with regular local
structure. Physical Review E 77: 016103.
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an introduction. Chaos, Solitons & Fractals 80: 1–6.
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Electronic Research Archive 31: 6236–6259.
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networks of networks. IEEE transactions on neural networks
and learning systems 25: 2110–2118.
- Méndez-Ramírez, R., A. Arellano-Delgado, and M. Á. Murillo-
Escobar, 2023 Network synchronization of macm circuits and its
application to secure communications. Entropy 25: 688.
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2010 Community structure in time-dependent, multiscale,
and multiplex networks. science 328: 876–878.
- Pecora, L. M. and T. L. Carroll, 1998 Master stability functions for
synchronized coupled systems. Physical review letters 80: 2109.
Ruiz-Silva, A., 2021 Synchronization patterns on networks of pancreatic
β-cell models. Physica D: Nonlinear Phenomena 416:
132783.
- Ruiz-Silva, A. and J. G. Barajas-Ramírez, 2018 Cluster synchronization
in networks of structured communities. Chaos, Solitons &
Fractals 113: 169–177.
- Ruiz-Silva, A., B. Cassal-Quiroga, and H. Gilardi-Velázquez, 2022a
Anti-synchronization in a pair of coupled multistable systems.
In Complex Systems and Their Applications: Second International
Conference (EDIESCA 2021), pp. 23–37, Springer.
- Ruiz-Silva, A., B. Cassal-Quiroga, G. Huerta-Cuellar, and
H. Gilardi-Velázquez, 2022b On the behavior of bidirectionally
coupled multistable systems. The European Physical Journal
Special Topics 231: 369–379.
- Ruiz-Silva, A., H. Gilardi-Velázquez, and E. Campos, 2021 Emergence
of synchronous behavior in a network with chaotic multistable
systems. Chaos, Solitons & Fractals 151: 111263.
- Tang, F., X. Zhao, and C. Li, 2023 Community detection in multilayer
networks based on matrix factorization and spectral embedding
method. Mathematics 11: 1573.
- Wang, X. F. and G. Chen, 2002 Synchronization in small-world
dynamical networks. International Journal of Bifurcation and
chaos 12: 187–192.
- Zhou, L. and C.Wang, 2016 Hybrid combinatorial synchronization
on multiple sub-networks of complex network with unknown
boundaries of uncertainties. Optik 127: 11037–11048.