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A topology-dynamics-based control strategy for multi-dimensional complex networked dynamical systems
, Article Scientific Reports ; Volume 9, Issue 1 , 2019 ; 20452322 (ISSN) ; Alimohammadi, H ; Mozaffari, T ; Rahimi Tabar, M. R ; Peinke, J ; Lehnertz, K ; Sharif University of Technology
Nature Research
2019
Abstract
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,...