Multi-surrogate-based Differential Evolution with multi-start exploration (MDEME) for computationally expensive optimization.
Huachao DongChengshan LiBaowei SongPeng WangPublished in: Adv. Eng. Softw. (2018)
Keyphrases
- computationally expensive
- differential evolution
- multi start
- optimization algorithm
- optimization method
- global optimization
- particle swarm optimization
- evolution strategy
- evolutionary algorithm
- parameter optimization
- global optimization problems
- real coded
- optimization problems
- differential evolution algorithm
- evolutionary strategy
- convergence speed
- metaheuristic
- particle swarm optimization pso
- multi objective
- genetic algorithm
- computationally efficient
- mutation operator
- multi objective optimization
- stochastic approximation
- solving global optimization problems
- optimization process
- candidate solutions
- tabu search
- global search
- pso algorithm
- path relinking
- crossover operator
- continuous variables
- evolutionary computation
- nsga ii
- combinatorial optimization
- ant colony optimization