Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms by Frederico A.E. RochaElectronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms by Frederico A.E. Rocha

Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective…

byFrederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.c. Louren

Paperback | October 15, 2013

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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.
Title:Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective…Format:PaperbackDimensions:69 pages, 23.5 × 15.5 × 0.02 inPublished:October 15, 2013Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319021885

ISBN - 13:9783319021881

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Table of Contents

Introduction.- Related Work.- Gradient Model Generation.- Enhanced Circuit-Level Optimization Kernel.- Case Studies.- Conclusions and Outlook.