Surrogate-assisted Parameter Re-initialization for Differential Evolution.
Jing-Yu JiMan Leung WongPublished in: SSCI (2022)
Keyphrases
- differential evolution
- evolution process
- evolutionary algorithm
- differential evolution algorithm
- convergence speed
- optimization algorithm
- particle swarm optimization
- test functions
- mutation operator
- premature convergence
- optimization method
- genetic algorithm
- particle swarm optimization pso
- numerical optimization problems
- hybrid algorithm
- multi objective optimization
- constrained optimization problems
- parameter optimization
- harmony search
- evolution strategy
- global optimization problems
- adaptive differential evolution
- multi objective optimization problems
- particle swarm
- real coded
- multi objective
- initial population
- k means
- evolutionary programming
- direct search
- scale factor
- biogeography based optimization
- genetic programming
- model selection
- evolutionary computation
- pso algorithm
- parameter values
- parameter settings
- control parameters
- solving global optimization problems
- optimization problems
- artificial bee colony
- evolutionary strategy
- nsga ii