Title :
Computing polyhedral approximations to flow pipes for dynamic systems
Author :
Chutinan, Alongkrit ; Krogh, Bruce H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
This paper presents a new approach to approximating the flows of continuous time dynamic systems from sets of initial conditions. The reachable set, or flow pipe, over a time interval [0, tf] is approximated by the union of a sequence of convex polyhedra. Each polyhedron contains a segment of the flow pipe. Properties of the approximation technique are discussed and illustrated with examples for linear and nonlinear systems, including the application of flow pipe approximation to verification of a simple hybrid system
Keywords :
approximation theory; continuous time systems; linear systems; nonlinear systems; optimisation; continuous time systems; dynamic systems; flow pipes; hybrid system; linear systems; nonlinear systems; optimisation; polyhedral approximations; Approximation error; Computational modeling; Equations; Linear systems; Nonlinear dynamical systems; Nonlinear systems; Stability; State-space methods;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.758642