Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach.
Dongsheng DingMihailo R. JovanovicPublished in: CoRR (2019)
Keyphrases
- primal dual
- augmented lagrangian
- linear programming problems
- convex optimization
- global exponential stability
- duality gap
- dynamical systems
- linear programming
- linear program
- sufficient conditions
- interior point methods
- convergence rate
- neural network
- semidefinite programming
- approximation algorithms
- hopfield neural network
- low rank
- simplex method
- energy functional
- active contour model
- np hard
- optimal solution
- motion estimation
- constrained optimization
- dynamic programming
- image denoising
- worst case
- image processing
- higher order