A Surrogate-Assisted Differential Evolution with fitness-independent parameter adaptation for high-dimensional expensive optimization.
Laiqi YuChongle RenZhenyu MengPublished in: Inf. Sci. (2024)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- optimization method
- high dimensional
- evolution strategy
- optimization problems
- parameter optimization
- genetic algorithm
- global optimization problems
- convergence speed
- differential evolution algorithm
- evolution process
- evolutionary strategy
- particle swarm
- real coded
- particle swarm optimization
- harmony search
- direct search
- test functions
- mutation operator
- particle swarm optimization pso
- function optimization
- multi objective optimization
- fitness function
- multi objective
- population diversity
- constrained optimization problems
- evolutionary computation
- premature convergence
- genetic programming
- hybrid algorithm
- solving global optimization problems
- parameter space
- power flow
- inertia weight
- control parameters
- function optimization problems
- optimization process
- artificial bee colony
- numerical optimization problems
- global optimization
- optimization methods
- simulated annealing
- crossover operator
- numerical optimization
- evolutionary search
- biogeography based optimization
- combinatorial optimization
- feature space
- candidate solutions
- initial population
- pso algorithm
- genetic algorithm ga
- selection operator
- parameter values
- population size
- genetic operators
- multiobjective optimization