Describing and Controlling Multivariate Nonlinear Dynamics: A Boolean Network Approach
Abstract
We introduce a discrete-time dynamical system method, the Boolean network method, that may be useful for modeling, studying, and controlling nonlinear dynamics in multivariate systems, particularly when binary time-series are available. We introduce the method in three steps: inference of the temporal relations as Boolean functions, extraction of attractors and assignment of desirability based on domain knowledge, and design of network control...
Paper Details
Title
Describing and Controlling Multivariate Nonlinear Dynamics: A Boolean Network Approach
Published Date
Apr 19, 2021
Volume
57
Issue
5
Pages
804 - 824
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