A penalty-based PALM algorithm solves a group-ℓ0 regularized LQ problem and converges to a critical point under explicit parameter conditions.
Closed-loop feedback sparsification under parametric uncertainties
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Nonconvex Optimization Framework for Group-Sparse Feedback Linear-Quadratic Optimal Control: Penalty Approach
A penalty-based PALM algorithm solves a group-ℓ0 regularized LQ problem and converges to a critical point under explicit parameter conditions.