ELECTRONIC DESIGN AUTOMATION OF ANALOG ICS COMBINING GRADIENT MODELS WITH MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS by Frederico A. E. Rocha, Ricardo Martins, Nuno Lourenco ( 9783319021881 )

Item Details

Title:

ELECTRONIC DESIGN AUTOMATION OF ANALOG ICS COMBINING GRADIENT MODELS WITH MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS

By:

Frederico A. E. Rocha, Ricardo Martins, Nuno Lourenco

Format:

Paperback

List price:	£44.99
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ISBN 10:

3319021885

ISBN 13:

9783319021881

Publisher:

SPRINGER INTERNATIONAL PUBLISHING AG

Pub. date:

24 September, 2013

Edition:

2014 ed.

Series:

SpringerBriefs in Applied Sciences and Technology

Pages:

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.

Illustrations:

39 Illustrations, black and white; XI, 69 p. 39 illus.

Publication:

Switzerland

Imprint:

Springer International Publishing AG

Returns:

Returnable

Some other items by this author:

AIDA-CMK: MULTI-ALGORITHM OPTIMIZATION KERNEL APPLIED TO ANALOG IC SIZING (PB)

ANALOG IC PLACEMENT GENERATION VIA NEURAL NETWORKS FROM UNLABELED DATA

ANALOG INTEGRATED CIRCUIT DESIGN AUTOMAT (PB)