Differential evolution algorithm with wavelet basis function and optimal mutation strategy for complex optimization problem.
Wu DengJunjie XuYingjie SongHuimin ZhaoPublished in: Appl. Soft Comput. (2021)
Keyphrases
- differential evolution algorithm
- differential evolution
- mutation strategy
- basis functions
- global numerical optimization
- optimization algorithm
- optimization method
- evolution strategy
- evolutionary algorithm
- crossover rate
- linear combination
- mutation operator
- optimization model
- convergence speed
- particle swarm optimization
- radial basis function
- evolutionary strategy
- multi objective
- genetic algorithm
- control parameters
- particle swarm
- initial population
- hybrid algorithm
- optimization problems
- optimization methods
- optimization process
- crossover operator
- pso algorithm
- particle swarm optimization pso
- set of basis functions
- scale factor
- multi objective optimization
- premature convergence
- nsga ii
- evolutionary computation
- genetic programming
- state space
- optimal solution