Introduces static and dynamic feedback controllers for Lagrange multipliers in a proximal augmented Lagrangian plant model, producing two new optimization algorithms with global exponential convergence under strong convexity.
On the asymptotic stability of proximal algorithms for convex optimization problems with multiple non-smooth regularizers
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Feedback control of Lagrange multipliers for non-smooth constrained optimization
Introduces static and dynamic feedback controllers for Lagrange multipliers in a proximal augmented Lagrangian plant model, producing two new optimization algorithms with global exponential convergence under strong convexity.