Enhancing differential evolution algorithm through a population size adaptation strategy.
Yanyun ZhangGuangming DaiLei PengMaocai WangPublished in: Nat. Comput. (2023)
Keyphrases
- evolutionary computing
- differential evolution algorithm
- population size
- evolutionary algorithm
- initial population
- genetic algorithm
- crossover rate
- global numerical optimization
- differential evolution
- mutation rate
- evolutionary computation
- particle swarm optimization pso
- particle swarm optimization
- computational intelligence
- fitness function
- scale factor
- crossover and mutation
- mutation operator
- particle swarm
- control parameters
- pso algorithm
- evolution strategy
- parameter settings
- ant colony optimization
- optimization method
- optimization algorithm
- mutation strategy
- traveling salesman problem