Dominant vertices in regulatory networks dynamics
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Discrete-time regulatory networks are dynamical systems on directed graphs with a structure that is inspired on natural systems of interacting units. Using a notion of determination between vertices, we define sets of dominant vertices, and we prove that in the asymptotic regime, the projection of the dynamics on a dominant set allows us to determine the state of the whole system at all times. We provide an algorithm to find sets of dominant vertices, and we test its accuracy on several examples. We also explore the possibility of using the dominant set characteristics as a measure of the structural complexity of networks. © 2008 Elsevier B.V. All rights reserved.
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Controlled trajectories; Dominant Vertices; Regulatory dynamics on networks Directed graphs; Dynamical systems; Asymptotic regimes; Discrete time; Dominant set; Dominant Vertices; Natural systems; Regulatory dynamics; Regulatory network; Structural complexity; Dynamics
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