An Automation Analog IC Parameter Optimizing Design Method Based on Bayesian Optimization.
Xianming LiuXianwu MiYujun SongPublished in: ICEITSA (2023)
Keyphrases
- segmentation method
- significant improvement
- preprocessing
- optimization method
- high precision
- detection method
- clustering method
- decision trees
- circuit design
- convergence rate
- parameter space
- computational cost
- cost function
- prior knowledge
- similarity measure
- genetic algorithm
- probabilistic model
- high accuracy
- edge detection
- cross validation
- pairwise
- feature space
- bayesian networks
- optimization process
- optimal design
- design parameters