DocumentCode
403980
Title
Sensitivity analysis of optimal control problems with bang-bang controls
Author
Kim, Jang-Ho Robert ; Maurer, Helmut
Author_Institution
Inst. fur Numerische Mathematik, Westfalischen Wilhelms-Univ., Munster, Germany
Volume
4
fYear
2003
fDate
9-12 Dec. 2003
Firstpage
3281
Abstract
We study bang-bang control problems that depend on a parameter p. For a fixed nominal parameter p0, it is assumed that the bang-bang control has finitely many switching points and satisfies second order sufficient conditions (SSC). SSC are formulated and checked in terms of an associated finite-dimensional optimization problem w.r.t. the switching points and the free final time. We show that the nominal optimal bang-bang control can be locally embedded into a parametric family of optimal bang-bang controls where the switching points are differentiable function of the parameter. A well known sensitivity formula from optimization is used to compute the parametric sensitivity derivatives of the switching points which also allows to determine the sensitivity derivatives of the optimal state trajectories.
Keywords
bang-bang control; optimal control; optimisation; sensitivity analysis; SSC; finite dimensional optimization problem; optimal bang-bang controls; optimal state trajectories; parametric sensitivity derivatives; second order sufficient conditions; sensitivity analysis; switching points; Bang-bang control; Control systems; Cost function; Nonlinear control systems; Optimal control; Process control; Sensitivity analysis; Sufficient conditions;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-7924-1
Type
conf
DOI
10.1109/CDC.2003.1271649
Filename
1271649
Link To Document