Name
Title | ||
|---|---|---|
An Efficient Bayesian Optimization Approach for Automated Optimization of Analog Circuits. |
Abstract | ||
|---|---|---|
The computation-intensive circuit simulation makes the analog circuit sizing challenging for large-scale/complicated analog/RF circuits. A Bayesian optimization approach has been proposed recently for the optimization problems involving the evaluations of black-box functions with high computational cost in either objective functions or constraints. In this paper, we propose a weighted expected imp... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TCSI.2017.2768826 | IEEE Transactions on Circuits and Systems I: Regular Papers |
Keywords | Field | DocType |
Optimization,Bayes methods,Analog circuits,Integrated circuit modeling,Computational modeling,Data models,Algorithm design and analysis | Data modeling,Mathematical optimization,Algorithm design,Analogue electronics,Evolutionary algorithm,Bayesian optimization,Electronic engineering,Gaussian process,Electronic circuit,Optimization problem,Mathematics | Journal |
Volume | Issue | ISSN |
65 | 6 | 1549-8328 |
Citations | PageRank | References |
11 | 0.84 | 0 |
Authors | ||
7 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wenlong Lyu | 1 | 15 | 2.60 |
| Pan Xue | 2 | 11 | 2.19 |
| Fan Yang | 3 | 101 | 22.74 |
| Changhao Yan | 4 | 27 | 6.64 |
| Zhiliang Hong | 5 | 75 | 9.95 |
| Xuan Zeng | 6 | 408 | 75.96 |
| Dian Zhou | 7 | 260 | 56.14 |