Serial multilevel-learned differential evolution with adaptive guidance of exploration and exploitation.
Jiatianyi YuKaiyu WangZhenyu LeiJiujun ChengShangce GaoPublished in: Expert Syst. Appl. (2024)
Keyphrases
- differential evolution
- evolutionary algorithm
- particle swarm optimization
- differential evolution algorithm
- optimization algorithm
- convergence speed
- test functions
- particle swarm optimization pso
- optimization method
- mutation operator
- evolution process
- genetic algorithm
- premature convergence
- constrained optimization problems
- parameter optimization
- multi objective
- hybrid algorithm
- particle swarm
- multi objective optimization
- global optimization problems
- search capabilities
- numerical optimization problems
- evolution strategy
- adaptive differential evolution
- function optimization problems
- harmony search
- multi objective optimization problems
- evolutionary strategy
- initial population
- crossover rate
- global optimization
- biogeography based optimization
- genetic programming
- solving global optimization problems
- real coded
- numerical optimization
- artificial bee colony
- function optimization
- evolutionary programming
- nsga ii
- pso algorithm
- fitness function