Identification of Piecewise Linear Models of Complex Dynamical Systems
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.
- Publication:
-
arXiv e-prints
- Pub Date:
- March 2011
- DOI:
- 10.48550/arXiv.1103.4756
- arXiv:
- arXiv:1103.4756
- Bibcode:
- 2011arXiv1103.4756W
- Keywords:
-
- Mathematics - Optimization and Control;
- Computer Science - Systems and Control;
- 93B15;
- 93B20;
- 93B25;
- 93C99