On the comparison of initialisation strategies in differential evolution for large scale optimisation.
Eduardo SegredoBen PaechterCarlos SeguraCarlos Ignacio Gonzalez-VilaPublished in: Optim. Lett. (2018)
Keyphrases
- differential evolution
- evolutionary algorithm
- convergence speed
- genetic algorithm
- optimization algorithm
- particle swarm optimization
- differential evolution algorithm
- optimization method
- test functions
- mutation operator
- particle swarm optimization pso
- numerical optimization problems
- constrained optimization problems
- evolution strategy
- premature convergence
- parameter optimization
- solving global optimization problems
- hybrid algorithm
- initial population
- function optimization problems
- global optimization problems
- nsga ii
- multi objective
- evolutionary programming
- harmony search
- real coded
- multi objective optimization problems
- biogeography based optimization
- evolutionary strategy
- multi objective optimization
- artificial bee colony
- optimization problems
- fitness function
- particle swarm