On-line optimization of switched-mode systems: Algorithms and convergence properties.
Yorai WardiXu Chu DingMagnus EgerstedtShun-Ichi AzumaPublished in: CDC (2007)
Keyphrases
- optimization problems
- theoretical analysis
- optimization methods
- combinatorial optimization
- global convergence
- computationally efficient
- benchmark datasets
- orders of magnitude
- stochastic gradient
- discrete optimization
- computer vision algorithms
- convergence rate
- management system
- complex systems
- mathematical models
- optimization procedure
- distributed systems
- data structure
- stochastic search
- stochastic approximation
- learning algorithm