Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization.
Mostafa Z. AliNoor H. AwadPonnuthurai N. SuganthanPublished in: Appl. Soft Comput. (2015)
Keyphrases
- differential evolution
- global optimization
- particle swarm optimization
- multi population
- genetic algorithm
- convergence speed
- evolutionary algorithm
- mutation operator
- pso algorithm
- differential evolution algorithm
- optimization method
- evolutionary programming
- particle swarm optimization pso
- test functions
- global optimization problems
- multi objective
- ant colony algorithm
- premature convergence
- particle swarm
- multi objective optimization
- particle swarm optimization algorithm
- parameter optimization
- hybrid algorithm
- adaptive differential evolution
- crossover operator
- swarm intelligence
- neural network
- global search
- optimization algorithm
- initial population
- evolution strategy
- metaheuristic
- search capabilities
- evolutionary strategy
- artificial bee colony
- population size
- feature selection
- biogeography based optimization
- ant colony optimization
- optimization methods
- simulated annealing
- training set
- binary particle swarm optimization
- dynamic optimization
- function optimization problems