On avoiding vertexization of robustness problems: the approximate feasibility concept

B.R. Barmish, P.S. Shcherbakov
Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187)  
For a large class of robustness problems with uncertain pa.rameter vector q confined to a box Q, there are many papers providing results along the following lines: The desired performance specification is robustly satisfied for all q E Q if and only if it is satisfied at each ver-t8ex pi of Q. Since the number of vertices of Q explodes combinatorically with the dimension of q , the computation associated with the implementation of such results is often intractable. The main point of this paper
more » ... s to introduce a new approach to such problems. To this end, the definition of approximate feasibility is introduced, and the theory which follows from this definition is vertex-free.
doi:10.1109/cdc.2000.911986 fatcat:lryk73zm2zac7olrkwvfzeacmq