Surrogate-assisted hierarchical learning water cycle algorithm for high-dimensional expensive optimization.
Caihua ChenXinjing WangHuachao DongPeng WangPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- learning algorithm
- optimization algorithm
- dynamic programming
- optimization method
- preprocessing
- learning phase
- optimization process
- np hard
- computational cost
- worst case
- hierarchical clustering
- learning speed
- stochastic gradient descent
- combinatorial optimization
- expectation maximization
- incremental learning
- tree structure
- detection algorithm
- online learning
- k means
- high dimensional
- feature selection
- segmentation algorithm
- unsupervised learning
- supervised learning
- support vector machine
- noisy data
- probabilistic model
- active learning
- optimal solution