Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution.
Xin LiuJianyong SunQingfu ZhangZhenkun WangZongben XuPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2023)
Keyphrases
- differential evolution
- evolutionary algorithm
- learning algorithm
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- multi objective optimization
- multi objective
- optimization algorithm
- mutation operator
- test functions
- learning problems
- particle swarm optimization pso
- constrained optimization problems
- evolution strategy
- evolutionary programming
- genetic operators
- evolution process
- nsga ii
- hybrid algorithm
- optimization problems
- genetic algorithm
- premature convergence
- optimization method
- parameter optimization
- evolutionary computation
- genetic programming
- harmony search
- global optimization problems
- particle swarm
- evolutionary strategy
- simulated annealing
- multi objective optimization problems
- mutation rate
- numerical optimization problems