Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
| Autor: | Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta |
|---|---|
| EAN: | 9783319021898 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 24.09.2013 |
| Kategorie: | |
| Schlagworte: | Analog IC Sizing Electronic Design Automation Evolutionary Computation Gradient Model Multi-Objective Multi-Constraint Optimization |
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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.