Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
1st Edition
Published on 24. September 2013
XI, 69 pages
978-3-319-02189-8 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XI, 69 p. 39 illus.
File size
4,07 MB
ISBN-13
978-3-319-02189-8 (9783319021898)
DOI
10.1007/978-3-319-02189-8
Schweitzer Classification
Other editions
Additional editions
Frederico A.E. Rocha | Ricardo M.F. Martins | Nuno C.C. Lourenço
Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms
Book
10/2013
Springer
€53.49
Shipment within 10-15 days
Content
Introduction.- Related Work.- Gradient Model Generation.- Enhanced Circuit-Level Optimization Kernel.- Case Studies.- Conclusions and Outlook.
