Balancing Exploitation and Exploration in Discrete Optimization via Simulation Through a Gaussian Process-Based Search.
Lihua SunL. Jeff HongZhaolin HuPublished in: Oper. Res. (2014)
Keyphrases
- gaussian process
- discrete optimization
- gaussian processes
- gaussian process regression
- search algorithm
- regression model
- search strategies
- latent variables
- combinatorial optimization problems
- model selection
- bayesian framework
- search space
- gaussian process models
- evolutionary algorithm
- vector space
- covariance function