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