Differential evolution with multi-population based ensemble of mutation strategies.
Guohua WuRammohan MallipeddiPonnuthurai Nagaratnam SuganthanRui WangHuangke ChenPublished in: Inf. Sci. (2016)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- convergence speed
- mutation operator
- particle swarm optimization
- differential evolution algorithm
- test functions
- genetic algorithm
- optimization method
- mutation strategy
- particle swarm optimization pso
- constrained optimization problems
- multi objective
- adaptive differential evolution
- premature convergence
- parameter optimization
- global optimization problems
- function optimization problems
- hybrid algorithm
- particle swarm
- neural network
- crossover operator
- evolution strategy
- numerical optimization problems
- artificial bee colony
- multi objective optimization
- optimization problems
- initial population
- evolutionary programming
- direct search
- solving global optimization problems
- metaheuristic
- nsga ii
- pso algorithm
- real coded
- learning algorithm
- artificial neural networks