Granularity-based surrogate-assisted particle swarm optimization for high-dimensional expensive optimization.
Jie TianChaoli SunYing TanJianchao ZengPublished in: Knowl. Based Syst. (2020)
Keyphrases
- particle swarm optimization
- high dimensional
- population based optimization
- global optimization
- particle swarm
- pso algorithm
- global search
- differential evolution
- particle swarm optimization algorithm
- optimization problems
- optimization method
- similarity search
- low dimensional
- ant colony optimization
- particle swarm optimization pso
- optimization algorithm
- swarm intelligence
- optimization model
- optimization methods
- convergence speed
- high cost
- genetic algorithm
- optimal design
- discrete optimization
- hybrid optimization algorithm
- constrained optimization
- dimensionality reduction
- variable selection
- parameter space
- high dimensionality
- metaheuristic
- query processing
- multi dimensional
- multi objective