Referenced Items are not available for this document.
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 and systems.
Published in:
Circuits and Systems Magazine, IEEE
(Volume:12
,
Issue:
1
)
Date of Publication: First Quarter 2012
- Page(s):
- 45 - 63
- ISSN :
- 1531-636X
- INSPEC Accession Number:
- 12543596
- Digital Object Identifier :
- 10.1109/MCAS.2011.2181095
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 20 February 2012
- Issue Date :
- First Quarter 2012
- Sponsored by :
- IEEE Circuits and Systems Society
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