Journal
OPTIMAL CONTROL APPLICATIONS & METHODS
Volume 44, Issue 4, Pages 1686-1699Publisher
WILEY
DOI: 10.1002/oca.2953
Keywords
L-1/L-2 norms optimal control; bang-off-bang control; optimal control; sparse optimization; time-optimal control
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The theoretical properties of a novel time-optimal L-1/L-2 norms optimal control for linear time-invariant systems are investigated. The proposed control efficiently solves the L-0-optimal control problem by converting it to a time-optimal L-1/L-2 norms optimal control and enforcing constraints on the state variable. The uniqueness and continuity of the optimal solution of the time-optimal L-1/L-2 norms optimal control are proven using the nonsmooth maximum principle. Numerical examples demonstrate the superiority of the time-optimal L-1/L-2 norms optimal control.
The theoretical properties of a novel time-optimal L-1/L-2 norms optimal control for linear time-invariant systems are investigated. The L-0-optimal control (or sparsest control) is converted to the time-optimal L-1/L-2 norms optimal control which can be solved efficiently. The proposed control is obtained via minimization of the time-optimal L-1/L-2 norms optimal control input along with the constraints on the state variable. Subsequently, by using the nonsmooth maximum principle, the uniqueness and continuity of the optimal solution of the time-optimal L-1/L-2 norms optimal control are proved. The superiority of the time-optimal L-1/L-2 norms optimal control is illustrated by numerical examples.
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