Convergence Analysis of Dual Decomposition Algorithm in Distributed Optimization: Asynchrony and Inexactness.
Yifan SuZhaojian WangMing CaoMengshuo JiaFeng LiuPublished in: IEEE Trans. Autom. Control. (2023)
Keyphrases
- convergence analysis
- decomposition algorithm
- global convergence
- working set
- working set selection
- optimization methods
- optimization algorithm
- decomposition method
- newton method
- equality constraints
- optimality conditions
- global optimum
- optimization problems
- training support vector machines
- nonlinear programming
- convergence rate
- global optimization
- convergence speed
- recognition algorithm
- optimization method
- dynamic programming
- approximation methods
- variational inequalities
- hybrid algorithm
- linear programming