Regularity model based offspring generation in surrogate-assisted evolutionary algorithms for expensive multi-objective optimization.
Bingdong LiYongfan LuHong QianWenjing HongPeng YangAimin ZhouPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- multi objective optimization
- evolutionary algorithm
- multi objective
- fitness function
- mutation operator
- crossover operator
- genetic operators
- crossover and mutation
- evolution process
- differential evolution
- evolutionary computation
- optimization problems
- nsga ii
- pareto optimal
- multi objective optimization problems
- initial population
- hybrid evolutionary algorithm
- bi objective
- differential evolution algorithm
- genetic algorithm
- constrained optimization problems
- optimization method
- genetic programming
- simulated annealing
- solving multi objective optimization problems
- pareto dominance
- multi objective genetic algorithm
- particle swarm
- pareto optimal set
- multiple objectives
- genetic algorithm ga
- pareto frontier
- evolution strategy
- particle swarm optimization
- neural network
- premature convergence
- optimization algorithm
- multi objective genetic algorithms
- evolutionary strategy
- multiobjective optimization
- memetic algorithm
- constrained multi objective optimization problems