Fuzzy Hierarchical Surrogate Assists Probabilistic Particle Swarm Optimization for expensive high dimensional problem.
Shu-Chuan ChuZhi-Gang DuYanjun PengJeng-Shyang PanPublished in: Knowl. Based Syst. (2021)
Keyphrases
- particle swarm optimization
- high dimensional
- pso algorithm
- gaussian process latent variable models
- fuzzy logic
- fuzzy sets
- multi objective
- probabilistic model
- hierarchical bayesian
- membership functions
- particle swarm optimization pso
- low dimensional
- dimensionality reduction
- global optimization
- data driven
- feature space
- sparse data
- particle swarm
- fuzzy set theory
- bayesian networks
- fuzzy rules
- generative model
- hierarchical structure
- swarm intelligence
- fuzzy clustering
- variable selection
- fuzzy controller
- bayesian reasoning
- hierarchical model
- high dimensional data
- fuzzy numbers
- high dimensionality
- convergence speed
- multi dimensional
- fuzzy systems
- fuzzy neural network
- similarity search
- uncertain data
- metric space
- posterior probability
- high dimensional problems
- data points
- simulated annealing