A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization.
Ye TianJiaxing HuCheng HeHaiping MaLimiao ZhangXingyi ZhangPublished in: Swarm Evol. Comput. (2023)
Keyphrases
- multi objective optimization
- pairwise comparison
- evolutionary algorithm
- multi objective
- pairwise
- evolutionary computation
- pairwise comparisons
- optimization problems
- hybrid evolutionary algorithm
- differential evolution
- preference learning
- data envelopment analysis
- fitness function
- multi objective optimization problems
- simulated annealing
- pareto optimal
- fuzzy numbers
- genetic programming
- genetic algorithm
- nsga ii
- multiple objectives
- bi objective
- multi objective genetic algorithm
- evolutionary strategy
- multi objective genetic algorithms
- mutation operator
- special case
- preference relations
- multi criteria
- group decision making
- analytic hierarchy process
- desirable properties
- genetic operators
- cooperative
- multi objective problems
- complex optimization problems
- crossover operator
- pareto optimal set
- neural network