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On the global exponential stability of primal-dual dynamics for convex problems with linear equality constraints
We examine global exponential stability of the primal-dual gradient flow dynamics for
differentiable convex problems with linear equality constraints. We show that if the set of …
differentiable convex problems with linear equality constraints. We show that if the set of …
Exponential convergence of primal-dual dynamics for multi-block problems under local error bound condition
We study composite optimization problems in which the objective function is given by the
sum of a smooth strongly convex term and multiple, potentially non-differentiable, convex …
sum of a smooth strongly convex term and multiple, potentially non-differentiable, convex …
Stability of Primal-Dual Gradient Flow Dynamics for Multi-Block Convex Optimization Problems
We examine stability properties of primal-dual gradient flow dynamics for composite convex
optimization problems with multiple, possibly nonsmooth, terms in the objective function …
optimization problems with multiple, possibly nonsmooth, terms in the objective function …