An infill sampling criterion based on improvement of probability and mapping crowding distance for expensive multi/many-objective optimization.
Yang LiWeigang LiSongtao LiYuntao ZhaoPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- monte carlo
- conditional entropy
- hypothesis test
- multiple objectives
- optimality criterion
- random sample
- feature selection
- optimization criterion
- high cost
- random sampling
- euclidean distance
- distance function
- distance measure
- computationally expensive
- sampled data
- sampling strategy
- mutual information
- probability distribution
- significant improvement
- similarity measure
- genetic algorithm
- multi armed bandit
- jump diffusion process