Semi-Global Exponential Stability of Primal-Dual Gradient Dynamics for Constrained Convex Optimization.
Yujie TangGuannan QuNa LiPublished in: CoRR (2019)
Keyphrases
- convex optimization
- primal dual
- global exponential stability
- saddle point
- interior point methods
- linear programming problems
- interior point
- hopfield neural network
- total variation
- convex programming
- semidefinite programming
- low rank
- neural network
- convex optimization problems
- sufficient conditions
- convex relaxation
- augmented lagrangian
- dual formulation
- convex constraints
- dynamical systems
- convex sets
- special case
- image restoration
- image segmentation
- computer vision