A Supervised Surrogate-Assisted Evolutionary Algorithm for Complex Optimization Problems.
Xin ZhaoXue JiaTao ZhangTianwei LiuYahui CaoPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- evolutionary algorithm
- complex optimization problems
- multi objective optimization
- optimization problems
- multi objective
- evolutionary computation
- differential evolution
- supervised learning
- simulated annealing
- genetic programming
- learning algorithm
- fitness function
- differential evolution algorithm
- unsupervised learning
- metaheuristic
- semi supervised
- genetic algorithm
- genetic operators
- benchmark problems
- optimization methods
- test problems
- nsga ii
- neural network
- function optimization
- evolution process
- particle swarm
- mutation operator
- crossover operator
- unsupervised methods
- feature selection
- machine learning
- test functions
- population diversity
- databases
- solution quality
- knapsack problem
- traveling salesman problem
- optimization method
- genetic algorithm ga
- evolutionary strategy
- artificial intelligence
- optimisation problems