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...
Saved in:
Main Author | |
---|---|
Format | Journal Article |
Language | English |
Published |
10.01.2020
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Summary: | 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. |
---|---|
DOI: | 10.48550/arxiv.2001.03649 |