Multiple surrogates and offspring-assisted differential evolution for high-dimensional expensive problems.
Xinjing WangLiang GaoXinyu LiPublished in: Inf. Sci. (2022)
Keyphrases
- differential evolution
- high dimensional
- mutation operator
- evolutionary algorithm
- crossover operator
- premature convergence
- global optimization problems
- test functions
- numerical optimization problems
- particle swarm optimization
- optimization algorithm
- convergence speed
- genetic algorithm
- differential evolution algorithm
- evolution process
- constrained optimization problems
- direct search
- initial population
- multi objective optimization problems
- multi objective problems
- genetic operators
- fitness function
- particle swarm optimization pso
- function optimization problems
- hybrid algorithm
- evolution strategy
- artificial bee colony
- evolutionary methods
- multi objective