Empirically comparing the finite-time performance of simulation-optimization algorithms.
Naijia Anna DongDavid J. EckmanXueqi ZhaoShane G. HendersonMatthias PoloczekPublished in: WSC (2017)
Keyphrases
- computational cost
- optimization problems
- learning algorithm
- discrete optimization
- efficient optimization
- recently developed
- stochastic gradient
- objective function
- computational complexity
- combinatorial optimization
- real time
- orders of magnitude
- optimization methods
- global optimization
- theoretical analysis
- computationally efficient
- stochastic search
- optimization procedure
- mathematical models
- graph theory
- optimization approaches
- mathematical model
- optimization method
- computational efficiency
- benchmark datasets
- significant improvement
- data structure
- face recognition
- social networks
- machine learning