Exponential Convergence of Primal-Dual Dynamics Under General Conditions and Its Application to Distributed Optimization.
Luyao GuoXinli ShiJinde CaoZihao WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- primal dual
- general conditions
- convergence rate
- line search
- linear programming
- global convergence
- saddle point
- affine scaling
- interior point methods
- linear program
- linear programming problems
- convex optimization
- convex programming
- convex optimization problems
- semidefinite programming
- algorithm for linear programming
- variational inequalities
- approximation algorithms
- simplex method
- simplex algorithm
- interior point algorithm
- interior point
- step size
- optimization problems
- computer vision
- optimal solution