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...

Full description

Saved in:
Bibliographic Details
Published in:Scientific reports 2019-12, Vol.9 (1), p.19831-13, Article 19831
Main Authors: Bahadorian, Mohammadreza, Alimohammadi, Hamidreza, Mozaffari, Tahereh, Tabar, Mohammad Reza Rahimi, Peinke, Joachim, Lehnertz, Klaus
Format: Article
Language:English
Subjects:
639/766
639/766/530/2801
Complex systems
Humanities and Social Sciences
multidisciplinary
Science
Science (multidisciplinary)
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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.
ISSN:2045-2322
2045-2322
DOI:10.1038/s41598-019-56259-4