Electronic design automation of analog ICs combining gradient models with multi-objective evolutionary algorithms [electronic resource] / Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta.
2013
TK7874
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Title
Electronic design automation of analog ICs combining gradient models with multi-objective evolutionary algorithms [electronic resource] / Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta.
ISBN
9783319021898 electronic book
3319021893 electronic book
9783319021881
3319021893 electronic book
9783319021881
Published
Cham : Springer, [2013?]
Copyright
©2014
Language
English
Description
1 online resource (xi, 69 pages) : illustrations.
Item Number
10.1007/978-3-319-02189-8 doi
Call Number
TK7874
Dewey Decimal Classification
621.3815
Summary
This book applies to the scientific area of electronic design automation (EDA) and addresses the automatic sizing of analog integrated circuits (ICs). Particularly, this book presents an approach to enhance a state-of-the-art layout-aware circuit-level optimizer (GENOM-POF), by embedding statistical knowledge from an automatically generated gradient model into the multi-objective multi-constraint optimization kernel based on the NSGA-II algorithm. The results showed allow the designer to explore the different trade-offs of the solution space, both through the achieved device sizes, or the respective layout solutions.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Description based on online resource; title from PDF title page (SpringerLink, viewed October 1, 2013).
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Series
SpringerBriefs in applied sciences and technology. Computational intelligence.
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