15th Triennial World Congress of the International Federation of Automatic Control
  Barcelona, 21–26 July 2002 
CONVEX OPTIMAL CONTROL DESIGN VIA PIECEWISE LINEAR APPROXIMATION
Slim Hbaïeb, Stéphane Font1
Pascale Bendotti, Clément-Marc Falinower2
1 Supélec, Service Automatique, 91192 Gif-sur-Yvette, France.
2 Electricité De France Recherches et Développement, 78401 Chatou cedex, France.

In convex optimization techniques for optimal control design, the main challenge is to manage an infinite dimensional Youla parameter. To make the problem tractable, a finite basis has to be defined. While delay basis has been shown efficient for discrete LTI plants, common bases for continuous applications are generally inefficient and numerically bad conditioned. This paper presents a straightforward functional basis derived from piecewise linear approximation theory. Several associated results on LTI systems, related with convolution product and Laplace transformation, are developed.
Keywords: Linear optimal control, convex optimization, continuous time system, piecewise linear, function approximation, parameterization
Session slot T-We-A18: Control design/Area code 2b : Linear Systems