Evolutionary algorithm assisted by surrogate model in the framework of ordinal optimization and optimal computing budget allocation.
Shih-Cheng HorngShin-Yeu LinPublished in: Inf. Sci. (2013)
Keyphrases
- evolutionary algorithm
- probabilistic model
- optimization scheme
- unified model
- decision model
- computational model
- experimental data
- conceptual model
- bayesian framework
- theoretical framework
- statistical model
- conceptual framework
- generic model
- optimization model
- formal model
- theoretical foundation
- global optimization
- closed form
- main contribution
- sensitivity analysis
- mathematical framework
- modeling framework
- genetic algorithm
- optimization method
- high level