Electronic Design Automation of Analog Ics Combining Gradient Models with Multi-objective Evolutionary Algorithms - Springerbriefs in Applied Sciences and Technology/ Springerbriefs in Computational Intelligence - Frederico A. E. Rocha - Books - Springer International Publishing AG - 9783319021881 - October 15, 2013
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Frederico A. E. Rocha
Electronic Design Automation of Analog Ics Combining Gradient Models with Multi-objective Evolutionary Algorithms - Springerbriefs in Applied Sciences and Technology/ Springerbriefs in Computational Intelligence 2014 edition

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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.

80 pages, 39 black & white illustrations, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released October 15, 2013
ISBN13 9783319021881
Publishers Springer International Publishing AG
Pages 80
Dimensions 156 × 234 × 4 mm   ·   131 g
Language English  

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