DocumentCode
3307280
Title
Second order switching time optimization for time-varying nonlinear systems
Author
Johnson, Elliot R. ; Murphey, Todd D.
Author_Institution
Mech. Eng., Northwestern Univ., Evanston, IL, USA
fYear
2009
fDate
15-18 Dec. 2009
Firstpage
5281
Lastpage
5286
Abstract
This paper presents second-order switching time optimization techniques for nonlinear time-varying systems that are piecewise second-differentiable. The techniques are based on direct analysis of flows rather than constrained optimization methods, making it possible to take higher order derivatives. The resulting algorithms also use the same number of integrations along the trajectory regardless of the number of switching times. Two examples are included-a linear example seen previously in the literature and a nonlinear example that emphasizes the fast convergence rates of second-order optimizations compared to first order techniques (e.g. convergence in 19 iterations compared to over 25,000).
Keywords
nonlinear control systems; optimisation; time-varying systems; constrained optimization methods; linear example; nonlinear example; piecewise second-differentiable; second-order switching time optimization; time-varying nonlinear systems; Convergence; Cost function; Differential equations; Lagrangian functions; Newton method; Nonlinear dynamical systems; Nonlinear systems; Optimization methods; Roads; Time varying systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location
Shanghai
ISSN
0191-2216
Print_ISBN
978-1-4244-3871-6
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2009.5400282
Filename
5400282
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