A surrogate-assisted evolutionary algorithm with clustering-based sampling for high-dimensional expensive blackbox optimization.
Fusheng BaiDongchi ZouYutao WeiPublished in: J. Glob. Optim. (2024)
Keyphrases
- evolutionary algorithm
- optimization problems
- high dimensional
- function optimization
- evolution strategy
- optimization method
- multi objective
- parameter space
- evolutionary computation
- low dimensional
- genetic algorithm
- evolutionary strategy
- hybrid evolutionary algorithm
- differential evolution
- optimization process
- optimization methods
- optimization algorithm
- simulated annealing
- global optimization
- multi objective optimization
- evolutionary search
- data points
- fitness function
- genetic operators
- neural network
- mutation operator
- crossover operator
- dimensionality reduction
- metric space
- principal component analysis
- noisy data
- computationally expensive
- nearest neighbor
- monte carlo
- sparse data
- evolutionary process
- similarity search
- query processing
- high dimensional data
- genetic programming