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

Name: Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
SKU: 21583649
Price: 135.99 AUD
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Paperback / softback

Series:

SpringerBriefs in Computational Intelligence

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Description

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.

Release date Australia

October 15th, 2013

Author

Audience

Professional & Vocational

Illustrations

39 Illustrations, black and white; XI, 69 p. 39 illus.

Pages

Series

SpringerBriefs in Computational Intelligence

Dimensions

156x234x4

ISBN-13

9783319021881

Product ID

21583649

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