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

Tianchen Gu, Wangzhen Li, Aidong Zhao, Zhaori Bi, Xudong Li, Fan Yang 0001, Changhao Yan, Wenchuang Walter Hu, Dian Zhou, Tao Cui, Xin Liu 0001, Zaikun Zhang, Xuan Zeng 0001. BBGP-sDFO: Batch Bayesian and Gaussian Process Enhanced Subspace Derivative Free Optimization for High-Dimensional Analog Circuit Synthesis. IEEE Trans. on CAD of Integrated Circuits and Systems, 43(2):417-430, February 2024. [doi]

@article{GuLZBLYYHZCLZZ24,
  title = {BBGP-sDFO: Batch Bayesian and Gaussian Process Enhanced Subspace Derivative Free Optimization for High-Dimensional Analog Circuit Synthesis},
  author = {Tianchen Gu and Wangzhen Li and Aidong Zhao and Zhaori Bi and Xudong Li and Fan Yang 0001 and Changhao Yan and Wenchuang Walter Hu and Dian Zhou and Tao Cui and Xin Liu 0001 and Zaikun Zhang and Xuan Zeng 0001},
  year = {2024},
  month = {February},
  doi = {10.1109/TCAD.2023.3314519},
  url = {https://doi.org/10.1109/TCAD.2023.3314519},
  researchr = {https://researchr.org/publication/GuLZBLYYHZCLZZ24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. on CAD of Integrated Circuits and Systems},
  volume = {43},
  number = {2},
  pages = {417-430},
}