Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution.
Lei ZhouLiang FengKai LiuChao ChenShaojiang DengTao XiangSiwei JiangPublished in: CEC (2019)
Keyphrases
- differential evolution
- knowledge transfer
- evolutionary algorithm
- mutation operator
- optimization algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- genetic algorithm
- function optimization problems
- particle swarm optimization pso
- knowledge sharing
- evolutionary programming
- evolution strategy
- transfer learning
- premature convergence
- global optimization problems
- parameter optimization
- adaptive differential evolution
- particle swarm
- multi objective optimization
- crossover operator
- multi objective
- numerical optimization problems
- solving global optimization problems
- nsga ii
- biogeography based optimization
- simulated annealing
- evolutionary strategy
- initial population
- fitness function
- supervised learning
- learning algorithm