Stochastic Algorithms for Discrete Parameter Simulation Optimization.
Shalabh BhatnagarVivek Kumar MishraN. HemachandraPublished in: IEEE Trans Autom. Sci. Eng. (2011)
Keyphrases
- optimization problems
- stochastic search
- learning algorithm
- monte carlo methods
- discrete optimization
- orders of magnitude
- computationally efficient
- worst case
- parameter settings
- constrained optimization
- evolution strategy
- evolutionary algorithm
- benchmark datasets
- computational cost
- optimization methods
- continuous domains
- stochastic optimization
- discrete event
- reinforcement learning
- optimization approaches
- efficient optimization
- genetic algorithm