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Book 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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
• Author: Frederico Rocha, Ricardo Martins, Nuno Lourenço, Nuno Horta
• Language: English
• Binding: Paperback
• Number of pages: 69
• EAN: 9783319021881
• ISBN: 3319021885
• ID: 02065502
• Publisher: Springer, Berlin
• Weight: 145 g
• Dimensions: 234 × 157 × 5 mm
• Published: 2013

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