cVTS: A Constrained Voronoi Tree Search Method for High Dimensional Analog Circuit Synthesis

Author:

Zhao Aidong1,Wang Xianan2,Lin Zixiao3,Bi Zhaori1,Li Xudong4,Yan Changhao1,Yang Fan1,Shang Li5,Zhou Dian2,Zeng Xuan1

Affiliation:

1. Fudan University,State Key Laboratory of Integrated Chips and Systems,Microelectronics Department,Shanghai,China

2. University of Texas,Department of Electrical Engineering,Dallas,USA

3. University of California,Department of Electrical and Computer Engineering,San Diego,USA

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

5. Fudan University,School of Computer Science,Shanghai,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference23 articles.

1. Computational Geometry

2. Monte Carlo Tree Search in Continuous Spaces Using Voronoi Optimistic Optimization with Regret Bounds

3. The BOBYQA algorithm for bound constrained optimization without derivatives;powell;Technical Report Department of Applied Mathematics and Theoretical Physics,2009

4. Taking the Human Out of the Loop: A Review of Bayesian Optimization

5. Bandit Based Monte-Carlo Planning

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1. HD-MCTS: an Analog Circuit Optimization Algorithm Based on High-dimensional Monte Carlo Tree Search;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

2. 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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