Balancing the exploration and exploitation capabilities of the Differential Evolution Algorithm.
Michael G. EpitropakisVassilis P. PlagianakosMichael N. VrahatisPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- differential evolution algorithm
- differential evolution
- evolutionary algorithm
- global numerical optimization
- search capabilities
- control parameters
- convergence speed
- initial population
- mutation operation
- scale factor
- particle swarm
- particle swarm optimization
- pso algorithm
- optimization model
- optimization method
- genetic algorithm
- particle swarm optimization algorithm
- evolutionary computation
- fitness function
- machine learning