SpringerBriefs in Applied Sciences and Technology / Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
(Sprache: Englisch)
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...
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Klappentext zu „SpringerBriefs in Applied Sciences and Technology / Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms “
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.
Inhaltsverzeichnis zu „SpringerBriefs in Applied Sciences and Technology / Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms “
Introduction.- Related Work.- Gradient Model Generation.- Enhanced Circuit-Level Optimization Kernel.- Case Studies.- Conclusions and Outlook.
Bibliographische Angaben
- Autoren: Frederico A. E. Rocha , Ricardo M. F. Martins , Nuno C. C. Lourenço
- 2013, 2014, XI, 69 Seiten, Masse: 15,7 x 23,4 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3319021885
- ISBN-13: 9783319021881
Sprache:
Englisch
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