Ensemble Differential Evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems.
Sheldon HuiPonnuthurai Nagaratnam SuganthanPublished in: IEEE Congress on Evolutionary Computation (2012)
Keyphrases
- differential evolution
- dynamic optimization problems
- evolutionary algorithm
- multi swarm
- particle swarm optimization
- numerical optimization problems
- global optimization problems
- particle swarm optimization pso
- convergence speed
- optimization algorithm
- differential evolution algorithm
- dynamic optimization
- test functions
- optimization method
- mutation operator
- multi objective
- premature convergence
- multi objective optimization
- genetic algorithm
- parameter optimization
- evolutionary programming
- optimization problems
- evolution strategy
- crossover operator
- particle swarm
- pso algorithm
- artificial bee colony
- neural network
- genetic programming
- hybrid algorithm
- simulated annealing
- evolutionary computing
- particle swarm optimizer
- evolution process
- fitness function