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

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Synopsis

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.

Book details

Edition:
2014
Series:
SpringerBriefs in Applied Sciences and Technology
Author:
Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta
ISBN:
9783319021898
Related ISBNs:
9783319021881
Publisher:
Springer International Publishing
Pages:
N/A
Reading age:
Not specified
Includes images:
Yes
Date of addition:
2019-08-26
Usage restrictions:
Copyright
Copyright date:
2014
Copyright by:
Springer International Publishing, Cham 
Adult content:
No
Language:
English
Categories:
Computers and Internet, Nonfiction, Technology