Combined kriging surrogate model for efficient global optimization using the optimal weighting method.
Tanguy AppriouKoji ShimoyamaPublished in: GECCO Companion (2020)
Keyphrases
- global optimization
- mathematical model
- statistical model
- probabilistic model
- global solution
- similarity measure
- weighting scheme
- cost function
- ant colony algorithm
- dynamic programming
- bp neural network
- optimization algorithm
- closed form
- optimization method
- objective function
- particle swarm optimization
- unsupervised learning
- pairwise
- clustering algorithm
- binary particle swarm optimization