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Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms

Produktform: Buch / Einband - flex.(Paperback)

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.weiterlesen

Sprache(n): Englisch

ISBN: 978-3-319-02188-1 / 978-3319021881 / 9783319021881

Verlag: Springer International Publishing

Erscheinungsdatum: 15.10.2013

Seiten: 69

Auflage: 1

Zielgruppe: Research

Autor(en): Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta

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