Modularity and the spread of perturbations in complex dynamical systems

We propose a method to decompose dynamical systems based on the idea that modules constrain the spread of perturbations. We find partitions of system variables that maximize 'perturbation modularity', defined as the autocovariance of coarse-grained perturbed trajectories. The measure effec...

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Bibliographic Details
Main Author: Kolchinsky, Artemy (author)
Other Authors: Gates, Alexander J. (author), Rocha, Luis M. (author)
Format: article
Language:eng
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10400.7/548
Country:Portugal
Oai:oai:arca.igc.gulbenkian.pt:10400.7/548