Distributed constrained optimization algorithms with linear convergence rate over time-varying unbalanced graphs.
Hongzhe LiuWenwu YuWei Xing ZhengAngelia NedicYanan ZhuPublished in: Autom. (2024)
Keyphrases
- convergence rate
- constrained optimization
- global convergence
- step size
- convergence speed
- constrained optimization problems
- learning rate
- unconstrained optimization
- conjugate gradient
- gradient method
- search algorithm
- penalty functions
- primal dual
- least squares
- penalty function
- hybrid algorithm
- learning algorithm
- faster convergence rate