DocumentCode
592310
Title
Projection-based switched system optimization: Absolute continuity of the line search
Author
Caldwell, T.M. ; Murphey, Todd D.
Author_Institution
Dept. of Mech. Eng., Northwestern Univ., Evanston, IL, USA
fYear
2012
fDate
10-13 Dec. 2012
Firstpage
699
Lastpage
706
Abstract
The line search is considered for the problem of numerical switched system optimization using projection-based techniques. Switched system optimization may be formulated as an infinite dimensional optimal control problem where the switching control design variables are constrained to the integers. Projection-based techniques handle the integer constraint by considering an equivalent problem with unconstrained design variables but where the cost is dependent on the projection of the design variables to the constrained set of feasible switched system trajectories. This paper is concerned with the line search step of the projection-based optimization procedure. The main result provides sufficient conditions on the descent direction so that the update rule is absolutely continuous with respect to the step size.
Keywords
control system synthesis; multidimensional systems; optimal control; absolute continuity; infinite dimensional optimal control problem; integer constraint; line search step; numerical switched system optimization; projection-based optimization procedure; projection-based switched system optimization; projection-based techniques; switched system trajectories; switching control design variables; unconstrained design variables; Equations; Optimization; Schedules; Switched systems; Switches; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location
Maui, HI
ISSN
0743-1546
Print_ISBN
978-1-4673-2065-8
Electronic_ISBN
0743-1546
Type
conf
DOI
10.1109/CDC.2012.6426270
Filename
6426270
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