Data & IT
Pocket
Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
Frederico A E Rocha • Ricardo M F Martins • Nuno C C Loureno • Nuno C G Horta
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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.
- Format: Pocket/Paperback
- ISBN: 9783319021881
- Språk: Engelska
- Antal sidor: 69
- Utgivningsdatum: 2013-10-15
- Förlag: Springer International Publishing AG