Description
Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms, 2014
SpringerBriefs in Computational Intelligence Series
Authors: Rocha Frederico A.E., Martins Ricardo M.F., Lourenço Nuno C.C., Horta Nuno C.G.
Language: EnglishSubjects for Electronic Design Automation of Analog ICs combining...:
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Add to cart the book of Rocha Frederico A.E., Martins Ricardo M.F., Lourenço Nuno C.C., Horta Nuno C.G.
Publication date: 10-2013
69 p. · 15.5x23.5 cm · Paperback
69 p. · 15.5x23.5 cm · Paperback
Description
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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.
Introduction.- Related Work.- Gradient Model Generation.- Enhanced Circuit-Level Optimization Kernel.- Case Studies.- Conclusions and Outlook.
Includes supplementary material: sn.pub/extras
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