OCMar 24, 2011
Identification of Piecewise Linear Models of Complex Dynamical SystemsRonald L. Westra, Mihály Petreczky, Ralf L. M. Peeters
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.