BBGP-sDFO: Batch Bayesian and Gaussian Process Enhanced Subspace Derivative Free Optimization for High-Dimensional Analog Circuit Synthesis

Author:

Gu Tianchen1ORCID,Li Wangzhen1ORCID,Zhao Aidong1,Bi Zhaori1ORCID,Li Xudong2,Yang Fan1ORCID,Yan Changhao1ORCID,Hu Wenchuang3,Zhou Dian4ORCID,Cui Tao5ORCID,Liu Xin5ORCID,Zhang Zaikun6,Zeng Xuan1ORCID

Affiliation:

1. School of Microelectronics, State Key Laboratory of Integrated Chips and System, Fudan University, Shanghai, China

2. School of Data Science, Fudan University, Shanghai, China

3. Precision Medicine Center of West China Hospital, Sichuan University, Chengdu, China

4. Department of Electrical Engineering, University of Texas at Dallas, Dallas, TX, USA

5. Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China

6. Department of Applied Mathematics and the CAS AMSS-PolyU Joint Laboratory of Applied Mathematics, The Hong Kong Polytechnic University, Hong Kong, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China (NSFC) research projects

Beijing Natural Science Foundation

Hong Kong RGC

Shanghai Science and Technology Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Survey on Smart Optimisation Techniques for 6G-oriented Integrated Circuits Design;Mobile Networks and Applications;2024-05-16

2. Automated Design of Analog Circuits Based on Parallel Trust Region Bayesian Optimization;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

3. A Study on Exploring and Exploiting the High-dimensional Design Space for Analog Circuit Design Automation : (Invited Paper);2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

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