Log-Linear Dynamical Systems

Log-Linear Dynamical Systems

We present log-linear dynamical systems, a dynamical system model for positive quantities. We explain the connection to linear dynamical systems and show how convex optimization can be used to identify and control log-linear dynamical systems. We illustrate system identification and control with an...

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Veröffentlicht in:arXiv.org 2020-02
1. Verfasser: Diamond, Steven
Format: Artikel
Sprache:eng
Schlagworte:
Control systems
Convexity
Dynamical systems
Optimization
System identification
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Beschreibung
Zusammenfassung:We present log-linear dynamical systems, a dynamical system model for positive quantities. We explain the connection to linear dynamical systems and show how convex optimization can be used to identify and control log-linear dynamical systems. We illustrate system identification and control with an example from predator-prey dynamics. We conclude by discussing potential applications of the proposed model.
ISSN:2331-8422