Sparse solutions of optimal control with L1-objective.
2020
We focus on finding sparse and least-l
1
-norm solutions for unconstrained nonlinear optimal control problems. Such optimization problems are non-convex and non-smooth, nevertheless recent versions of Newton method for underdetermined equations can be applied successively for such problems. We demonstrate the approach for pendulum control and inverted pendulum stabilization.
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