A novel surrogate-assisted evolutionary algorithm with an uncertainty grouping based infill criterion.
Qunfeng LiuXunfeng WuQiuzhen LinJunkai JiKa-Chun WongPublished in: Swarm Evol. Comput. (2021)
Keyphrases
- evolutionary algorithm
- evolutionary computation
- multi objective
- optimization problems
- simulated annealing
- fitness function
- multi objective optimization
- function optimization
- uncertain data
- incomplete information
- differential evolution
- crossover operator
- decision theory
- genetic programming
- minimax regret
- inherent uncertainty
- real time
- probability theory
- minimum description length
- mutation operator
- hybrid evolutionary algorithm
- genetic algorithm
- belief functions
- optimization algorithm
- genetic operators
- image segmentation
- perceptual grouping
- evolutionary strategy
- case study
- decision making
- feature selection
- machine learning