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Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms. 2014 ed.
・ISBN 978-3-319-02188-1 paper EUR 49.99
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| 著者・編者 | Rocha, Frederico A.E. / Martins, Ricardo M.F. / Lourenco, Nuno C.C. / Horta, Nuno C.G., |
|---|---|
| シリーズ | (SpringerBriefs in Applied Sciences and Technology) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2013 |
| ページ数 | 69 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-18660＞ |
解説
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.