Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach.
Dongsheng DingMihailo R. JovanovicPublished in: CDC (2020)
Keyphrases
- primal dual
- augmented lagrangian
- linear programming problems
- convex optimization
- global exponential stability
- duality gap
- dynamical systems
- linear programming
- interior point methods
- linear program
- sufficient conditions
- semidefinite programming
- convergence rate
- neural network
- approximation algorithms
- hopfield neural network
- constrained optimization
- total variation
- image denoising
- simplex method
- low rank
- active contour model
- constrained optimization problems
- np hard
- fixed point
- cross validation
- optimal solution
- multiscale