Self-adaptive collective intelligence-based mutation operator for differential evolution algorithms.
Jinhong FengJundong ZhangChuan WangMinyi XuPublished in: J. Supercomput. (2020)
Keyphrases
- differential evolution
- mutation operator
- evolutionary algorithm
- collective intelligence
- premature convergence
- mutation strategy
- differential evolution algorithm
- crossover operator
- global optimization problems
- evolution strategy
- particle swarm optimization
- optimization algorithm
- genetic algorithm
- parameter optimization
- hybrid algorithm
- evolutionary strategy
- convergence speed
- constrained optimization problems
- convergence rate
- artificial bee colony
- optimization problems
- particle swarm optimization pso
- optimization method
- evolutionary programming
- biogeography based optimization
- genetic operators
- multi objective optimization
- computational efficiency
- function optimization
- swarm intelligence
- machine learning
- initial population
- multi objective
- nsga ii
- real coded
- search algorithm
- particle swarm optimization algorithm