Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems.
Juliane MüllerChristine A. ShoemakerPublished in: J. Glob. Optim. (2014)
Keyphrases
- convex hull
- computationally expensive
- black box
- solution quality
- feasible solution
- computationally efficient
- sampling strategy
- computational efficiency
- test problems
- global optimization problems
- simulated annealing
- learning algorithm
- differential evolution
- benchmark problems
- np hard
- ensemble methods
- optimal solution
- test functions
- machine learning