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Electronic Design Automation of Analog ICS Combining Gradient Models with Multi-Objective Evolutionary Algorithms

By: Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. LourenÃ§o

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Paperback | 15 October 2013

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Paperback
84 Pages

Dimensions(cm)
22.86 x 15.24 x 0.64

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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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