Improved differential evolution with dynamic mutation parameters.
Yifeng LinYuer YangYinyan ZhangPublished in: Soft Comput. (2023)
Keyphrases
- differential evolution
- parameter optimization
- evolutionary algorithm
- mutation operator
- convergence speed
- evolutionary strategy
- particle swarm optimization
- differential evolution algorithm
- optimization algorithm
- test functions
- optimization method
- genetic algorithm
- evolution strategy
- hybrid algorithm
- mutation strategy
- adaptive differential evolution
- constrained optimization problems
- premature convergence
- particle swarm optimization pso
- numerical optimization problems
- function optimization problems
- multi objective optimization
- global optimization problems
- particle swarm
- optimization problems
- crossover rate
- maximum likelihood
- parameter values
- multi objective
- neural network
- scale factor
- harmony search
- crossover operator
- control parameters
- evolutionary computation
- genetic programming
- function optimization
- genetic operators
- biogeography based optimization
- parameter settings
- solving global optimization problems