relation: http://eprints.imtlucca.it/477/
title: Efficient on-line computation of constrained optimal control
creator: Borrelli, Francesco
creator: Baotic, Mato
creator: Bemporad, Alberto
creator: Morari, Manfred
subject: QA75 Electronic computers. Computer science
description: For discrete-time linear time-invariant systems with constraints on inputs and outputs, the constrained finite-time optimal controller can be obtained explicitly as a piecewise-affine function of the initial state via multi-parametric programming. By exploiting the properties of the value function, we present two algorithms that efficiently perform the online evaluation of the explicit optimal control law both in terms of storage demands and computational complexity. The algorithms are particularly effective when used for model-predictive control (MPC) where an open-loop constrained finite-time optimal control problem has to be solved at each sampling time.
publisher: Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999
date: 2008
type: Book Section
type: PeerReviewed
identifier:   Borrelli, Francesco and Baotic, Mato and Bemporad, Alberto and Morari, Manfred  Efficient on-line computation of constrained optimal control.   In:  Conference on Decision and Contml.   Society for Industrial and Applied Mathematics:3600 University City Science Center:Philadelphia, PA 19104:(800)447-7426, (215)382-9800, EMAIL: service@siam.org, INTERNET: http://www.siam.org, Fax: (215)386-7999, pp. 2470-2489.  ISBN 0-7803-7061-9       (2008)  
relation: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=981046&isnumber=21128
relation: 10.1109/.2001.981046