Towards Better Population Sizing for Differential Evolution Through Active Population Analysis with Complex Network.
Adam ViktorinRoman SenkerikMichal PluhacekTomas KadavyPublished in: CISIS (2017)
Keyphrases
- differential evolution
- mutation operator
- complex networks
- initial population
- evolutionary algorithm
- differential evolution algorithm
- evolution process
- opposition based learning
- convergence speed
- hybrid algorithm
- optimization algorithm
- genetic algorithm
- population size
- multi objective optimization
- test functions
- evolutionary strategy
- optimization method
- premature convergence
- particle swarm optimization
- parameter optimization
- simulated annealing
- multi objective evolutionary algorithms
- evolution strategy
- shortest path
- scale free
- artificial bee colony
- artificial neural networks
- real coded
- particle swarm optimization pso