Effects of population initialization on differential evolution for large scale optimization.
Borhan KazimipourXiaodong LiA. Kai QinPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- differential evolution
- optimization algorithm
- evolution process
- mutation operator
- optimization method
- evolutionary strategy
- evolutionary algorithm
- evolution strategy
- global optimization problems
- parameter optimization
- initial population
- real coded
- convergence speed
- test functions
- opposition based learning
- differential evolution algorithm
- particle swarm optimization
- harmony search
- direct search
- particle swarm optimization pso
- genetic algorithm
- function optimization
- optimization problems
- premature convergence
- constrained optimization problems
- multi objective
- optimization process
- multi objective evolutionary algorithms
- numerical optimization problems
- hybrid algorithm
- particle swarm
- artificial bee colony
- function optimization problems
- numerical optimization
- multi objective optimization
- estimation of distribution algorithms
- optimization methods
- population diversity
- solving global optimization problems
- power flow
- particle swarm optimization algorithm
- crossover operator
- global convergence
- pso algorithm
- swarm intelligence
- multi objective optimization problems
- global search
- neural network
- constrained optimization
- selection operator
- control parameters
- optimal solution
- multiobjective optimization