Identification of Piecewise Linear Models of Complex Dynamical Systems
Optimization and Control
2011-03-25 v1 Systems and Control
Abstract
The paper addresses the realization and identification problem or a subclass of piecewise-affine hybrid systems. The paper provides necessary and sufficient conditions for existence of a realization, a characterization of minimality, and an identification algorithm for this subclass of hybrid systems. The considered system class and the identification problem are motivated by applications in systems biology.
Cite
@article{arxiv.1103.4756,
title = {Identification of Piecewise Linear Models of Complex Dynamical Systems},
author = {Ronald L. Westra and Mihály Petreczky and Ralf L. M. Peeters},
journal= {arXiv preprint arXiv:1103.4756},
year = {2011}
}