LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces.
Shuhan ZhangFan YangChanghao YanDian ZhouXuan ZengPublished in: CoRR (2021)
Keyphrases
- multi dimensional
- optimization problems
- optimization process
- highly scalable
- optimization algorithm
- optimization method
- global optimization
- monte carlo sampling
- optimization model
- constrained optimization
- bayesian inference
- bayesian networks
- original data
- lightweight
- maximum likelihood
- principal component analysis
- discrete optimization
- query processing