Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization.
Yuanchao LiuJianchang LiuYaochu JinPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2022)
Keyphrases
- particle swarm optimizer
- high dimensional
- particle swarm optimization
- global optimization
- adaptive strategies
- dimensionality reduction
- optimization problems
- particle swarm
- variable selection
- genetic algorithm
- computationally expensive
- data sets
- combinatorial optimization
- gene expression data
- dimension reduction
- input space
- optimization methods
- similarity search
- optimization process
- constrained optimization
- optimization model
- high cost
- low dimensional
- data points
- variable weighting