Semi-global exponential stability of augmented primal-dual gradient dynamics for constrained convex optimization.
Yujie TangGuannan QuNa LiPublished in: Syst. Control. Lett. (2020)
Keyphrases
- convex optimization
- primal dual
- global exponential stability
- saddle point
- interior point methods
- linear programming problems
- neural network
- hopfield neural network
- semidefinite programming
- convex optimization problems
- low rank
- total variation
- convex programming
- interior point
- convex relaxation
- convex sets
- sufficient conditions
- dual formulation
- linear programming
- convex constraints
- dynamical systems
- genetic algorithm
- motion estimation
- learning algorithm