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

Rocha, Frederico A.E.; Martins, Ricardo M.F.; Lourenço, Nuno C.C.; Horta, Nuno C.G.

 
9783319021881: Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
Couverture souple
ISBN 10 : 3319021885 ISBN 13 : 9783319021881
Editeur : Springer, 2013

Synopsis

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.

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Éditeur
Springer
Date d'édition
2013
Langue
anglais
ISBN 10 
3319021885
ISBN 13 
9783319021881
Reliure
Broché
Nombre de pages
84
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