Demystifying Surrogate Modeling for Circuits and Systems

@article{Yelten2012DemystifyingSM,
  title={Demystifying Surrogate Modeling for Circuits and Systems},
  author={Mustafa Berke Yelten and Ting Zhu and S. Koziex0142 and P. D. Franzon and M. B. Steer},
  journal={IEEE Circuits and Systems Magazine},
  year={2012},
  volume={12},
  pages={45-63}
}
In this article, grey-box and black-box surrogate modeling are described, with some key findings. The important point is that surrogate modeling has a solid mathematical basis leading to what has become a dramatic increase in our ability to develop engineering models and to engineer systems. In Section 2, a systematic approach to constructing surrogate models is provided. Each step is explained using published methods. Section 3 presents surrogate modeling examples from the domain of circuits… CONTINUE READING
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