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DYSCO Study Day, Date: 2014/05/16 - 2014/05/16, Location: Namur, Belgium

Publication date: 2014-05-01

IAP DYSCO Study Day: Dynamical systems, control and optimization

Author:

Gillis, Joris
Diehl, Moritz

Abstract:

This work compares various numerical methods to robustify periodic optimal control problems using the paradigm of Lyapunov differential equations. In this paradigm, estimates for state-covariance are obtained by solving the periodic Lyapunov equations for the a system linearized along a to-be-optimized trajectory, and are added to objective or constraints of the or iginal optimal control problem. For non-trivial dynamical systems, method details were found to be critical to obtain algorithms with reasonable time complexity. An application for time-optimal quadcopter flight is worked out numerically with the optimal-control tool CasADi, which was extended by the author to solve discrete periodic Lyapunov equations using the SLICOT library.