Log-Linear Dynamical Systems
Optimization and Control
2020-02-07 v3
Abstract
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.
Cite
@article{arxiv.2001.03649,
title = {Log-Linear Dynamical Systems},
author = {Steven Diamond},
journal= {arXiv preprint arXiv:2001.03649},
year = {2020}
}
Comments
Added appendix