An improved differential evolution with adaptive population allocation and mutation selection.
Yongjun SunYinxia WuZujun LiuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- differential evolution
- mutation operator
- evolutionary algorithm
- crossover and mutation
- initial population
- premature convergence
- differential evolution algorithm
- opposition based learning
- selection operator
- particle swarm optimization
- optimization algorithm
- convergence speed
- evolution process
- test functions
- evolutionary strategy
- crossover operator
- particle swarm optimization pso
- genetic algorithm
- constrained optimization problems
- optimization method
- mutation strategy
- crossover rate
- evolution strategy
- artificial bee colony
- function optimization problems
- evolutionary programming
- population diversity
- adaptive differential evolution
- function optimization
- parameter optimization
- hybrid algorithm
- direct search
- multi objective
- particle swarm
- multi objective optimization
- population size
- harmony search
- global optimization problems
- resource allocation
- genetic operators
- numerical optimization problems
- neural network
- simulated annealing
- evolutionary computation
- biogeography based optimization
- pso algorithm
- numerical optimization