Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution.
Ke LiZilin XiangKay Chen TanPublished in: CEC (2019)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- convergence speed
- optimization algorithm
- particle swarm optimization
- particle swarm optimization pso
- test functions
- optimization method
- mutation operator
- numerical optimization problems
- evolution strategy
- genetic algorithm
- hybrid algorithm
- parameter optimization
- multi objective optimization
- evolutionary programming
- premature convergence
- constrained optimization problems
- function optimization problems
- artificial bee colony
- global optimization problems
- evolutionary computation
- real coded
- initial population
- adaptive differential evolution
- harmony search
- solving global optimization problems
- evolutionary strategy
- particle swarm
- global optimization
- multi objective
- multi objective optimization problems
- crossover operator
- biogeography based optimization
- model selection
- neural network