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A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems

Complex systems are omnipresent and play a vital role in in our every-day lives. Adverse behavior of such systems has generated considerable interest in being able to control complex systems modeled as networks. Here, we propose a topology-dynamics-based approach for controlling complex systems mode...

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Autores principales: Bahadorian, Mohammadreza, Alimohammadi, Hamidreza, Mozaffari, Tahereh, Tabar, Mohammad Reza Rahimi, Peinke, Joachim, Lehnertz, Klaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934796/
https://www.ncbi.nlm.nih.gov/pubmed/31882634
http://dx.doi.org/10.1038/s41598-019-56259-4
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author Bahadorian, Mohammadreza
Alimohammadi, Hamidreza
Mozaffari, Tahereh
Tabar, Mohammad Reza Rahimi
Peinke, Joachim
Lehnertz, Klaus
author_facet Bahadorian, Mohammadreza
Alimohammadi, Hamidreza
Mozaffari, Tahereh
Tabar, Mohammad Reza Rahimi
Peinke, Joachim
Lehnertz, Klaus
author_sort Bahadorian, Mohammadreza
collection PubMed
description Complex systems are omnipresent and play a vital role in in our every-day lives. Adverse behavior of such systems has generated considerable interest in being able to control complex systems modeled as networks. Here, we propose a topology-dynamics-based approach for controlling complex systems modeled as networks of coupled multi-dimensional dynamical entities. For given dynamics and topology, we introduce an efficient scheme to identify in polynomial time a finite set of driver nodes, which – when endowed with the control function – steer the network to the desired behavior. We demonstrate the high suitability of our approach by controlling various networked multi-dimensional dynamics, coupled onto different topologies.
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spelling pubmed-69347962019-12-31 A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems Bahadorian, Mohammadreza Alimohammadi, Hamidreza Mozaffari, Tahereh Tabar, Mohammad Reza Rahimi Peinke, Joachim Lehnertz, Klaus Sci Rep Article Complex systems are omnipresent and play a vital role in in our every-day lives. Adverse behavior of such systems has generated considerable interest in being able to control complex systems modeled as networks. Here, we propose a topology-dynamics-based approach for controlling complex systems modeled as networks of coupled multi-dimensional dynamical entities. For given dynamics and topology, we introduce an efficient scheme to identify in polynomial time a finite set of driver nodes, which – when endowed with the control function – steer the network to the desired behavior. We demonstrate the high suitability of our approach by controlling various networked multi-dimensional dynamics, coupled onto different topologies. Nature Publishing Group UK 2019-12-27 /pmc/articles/PMC6934796/ /pubmed/31882634 http://dx.doi.org/10.1038/s41598-019-56259-4 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Bahadorian, Mohammadreza
Alimohammadi, Hamidreza
Mozaffari, Tahereh
Tabar, Mohammad Reza Rahimi
Peinke, Joachim
Lehnertz, Klaus
A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
title A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
title_full A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
title_fullStr A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
title_full_unstemmed A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
title_short A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
title_sort topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934796/
https://www.ncbi.nlm.nih.gov/pubmed/31882634
http://dx.doi.org/10.1038/s41598-019-56259-4
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