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Dynamic programming for constrained optimal control of discrete-time linear hybrid systems
Authors:Francesco Borrelli [Author Vitae]  Mato Baoti? [Author Vitae]  Alberto Bemporad [Author Vitae]
Affiliation:a Automatic Control Laboratory, ETH Zentrum, CH-8092 Zurich, Switzerland
b Dip. Ingegneria dell’Informazione, University of Siena, 53100 Siena, Italy
Abstract:In this paper we study the solution to optimal control problems for constrained discrete-time linear hybrid systems based on quadratic or linear performance criteria. The aim of the paper is twofold. First, we give basic theoretical results on the structure of the optimal state-feedback solution and of the value function. Second, we describe how the state-feedback optimal control law can be constructed by combining multiparametric programming and dynamic programming.
Keywords:Hybrid systems  Piecewise affine systems  Optimal control  Dynamic programming  Multiparametric programming
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