Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization.
Haoran GuHanding WangYaochu JinPublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- differential evolution
- optimization algorithm
- solving global optimization problems
- optimization method
- evolution strategy
- evolutionary algorithm
- global optimization problems
- convergence speed
- parameter optimization
- particle swarm optimization
- differential evolution algorithm
- test functions
- mutation operator
- real coded
- global search
- evolutionary strategy
- multi objective
- harmony search
- particle swarm
- optimization problems
- particle swarm optimization pso
- premature convergence
- direct search
- constrained optimization problems
- global optimization
- evolutionary search
- search algorithm
- genetic algorithm
- evolutionary programming
- numerical optimization problems
- search space
- crossover rate
- function optimization problems
- multi objective optimization
- optimization methods
- hybrid algorithm
- binary particle swarm optimization
- optimization process
- numerical optimization
- power flow
- biogeography based optimization
- objective function
- function optimization
- multi objective evolutionary algorithms
- simulated annealing
- evolutionary computation
- particle swarm optimization algorithm
- pso algorithm
- global convergence
- nsga ii
- constrained optimization
- step size
- swarm intelligence