A directional mutation operator for differential evolution algorithms.
Xin ZhangShiu Yin YuenPublished in: Appl. Soft Comput. (2015)
Keyphrases
- differential evolution
- mutation operator
- evolutionary algorithm
- test functions
- premature convergence
- artificial bee colony
- hybrid algorithm
- evolution strategy
- mutation strategy
- particle swarm optimization
- optimization algorithm
- convergence speed
- convergence rate
- global optimization problems
- evolutionary programming
- crossover operator
- differential evolution algorithm
- parameter optimization
- genetic algorithm
- optimization method
- evolutionary strategy
- optimization problems
- particle swarm optimization pso
- constrained optimization problems
- nsga ii
- numerical optimization problems
- numerical optimization
- solving global optimization problems
- initial population
- function optimization
- multi objective
- genetic operators
- particle swarm
- test problems
- optimization methods
- fitness function
- multi objective optimization
- combinatorial optimization
- evolutionary computation
- population diversity
- computational efficiency
- artificial neural networks
- search algorithm
- optimal solution