Characterization of the solution to a constrained H-infinity optimal control problem
Author(s)
Mayne, DQ
Rakovic, SV
Vinter, RB
Kerrigan, EC
Type
Journal Article
Abstract
This paper obtains an explicit Solution to a finite horizon min-max optimal control problem where the system is linear and discrete-time with control and state constraints, and the cost quadratic; the disturbance is negatively costed, as in the standard H-infinity problem, and is constrained. The cost is minimized over control policies and maximized over disturbance sequences so that the Solution yields a feedback control. It is shown that, under certain conditions, the value function is piecewise quadratic and the optimal control policy piecewise affine, being quadratic and affine, respectively, in polyhedra that partition the domain of the value function. (C) 2005 Elsevier Ltd. All rights reserved.
Date Issued
2006-03
Citation
AUTOMATICA, 2006, 42 (3), pp.371-382
ISSN
0005-1098
Publisher
PERGAMON-ELSEVIER SCIENCE LTD
Start Page
371
End Page
382
Journal / Book Title
AUTOMATICA
Volume
42
Issue
3
Copyright Statement
© 2005 Elsevier Ltd. All rights reserved. NOTICE:This is the author’s version of a work that was
accepted for publication in Automatica.
Changes resulting from the publishing process, such as peer
review, editing, corrections, structural formatting, and other
quality control mechanisms may not be reflected in this
document. Changes may have been made to this work since it
was submitted for publication. A definitive version was
subsequently published in Automatica, Vol 42, Issue 3,(2005) doi:10.1016/j.automatica.2005.10.015
accepted for publication in Automatica.
Changes resulting from the publishing process, such as peer
review, editing, corrections, structural formatting, and other
quality control mechanisms may not be reflected in this
document. Changes may have been made to this work since it
was submitted for publication. A definitive version was
subsequently published in Automatica, Vol 42, Issue 3,(2005) doi:10.1016/j.automatica.2005.10.015
Source Volume Number
42
Subjects
min-max
constrained
H-infinity
parametric optimization
optimal control
MODEL-PREDICTIVE CONTROL
DISCRETE-TIME-SYSTEMS
NONLINEAR-SYSTEMS
LINEAR-SYSTEMS
HYBRID SYSTEMS
ROBUSTNESS
STABILITY
FEEDBACK
SETS