DocumentCode
794200
Title
Transition-time optimization for switched-mode dynamical systems
Author
Egerstedt, Magnus ; Wardi, Yorai ; Axelsson, Henrik
Author_Institution
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
51
Issue
1
fYear
2006
Firstpage
110
Lastpage
115
Abstract
This note considers the problem of determining optimal switching times at which mode transitions should occur in multimodal, hybrid systems. It derives a simple formula for the gradient of the cost functional with respect to the switching times, and uses it in a gradient-descent algorithm. Much of the analysis is carried out in the setting of optimization problems involving fixed switching-mode sequences, but a possible extension is pointed out for the case where the switching-mode sequence is a part of the variable. Numerical examples testify to the viability of the proposed approach.
Keywords
gradient methods; optimal control; optimisation; time-varying systems; fixed switching-mode sequences; gradient-descent algorithm; hybrid systems; multimodal systems; optimal control; optimization problems; switched-mode dynamical systems; transition-time optimization; Control systems; Cost function; Job shop scheduling; Manufacturing; Nonlinear systems; Optimal control; Piecewise linear techniques; Switches; Testing; Gradient-descent algorithms; hybrid systems; optimal control; switched dynamical systems; switching-time control;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2005.861711
Filename
1576861
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