Convergence rate analysis of distributed optimization with projected subgradient algorithm.
Shuai LiuZhirong QiuLihua XiePublished in: Autom. (2017)
Keyphrases
- convergence rate
- global convergence
- optimization algorithm
- dynamic programming
- convergence speed
- combinatorial optimization
- faster convergence rate
- gradient method
- primal dual
- optimization methods
- np hard
- search space
- optimization method
- line search
- step size
- optimization problems
- faster convergence
- k means
- reinforcement learning
- numerical stability
- optimal solution
- levenberg marquardt
- particle swarm
- cost function
- simulated annealing
- learning algorithm
- computational efficiency