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
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;
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
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400282