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

Author:   Frederico A.E. Rocha ,  Ricardo M.F. Martins ,  Nuno C.C. Lourenço ,  Nuno C.G. Horta
Publisher:   Springer International Publishing AG
Edition:   2014 ed.
ISBN:  

9783319021881


Pages:   69
Publication Date:   15 October 2013
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms


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Overview

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.

Full Product Details

Author:   Frederico A.E. Rocha ,  Ricardo M.F. Martins ,  Nuno C.C. Lourenço ,  Nuno C.G. Horta
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2014 ed.
Dimensions:   Width: 15.50cm , Height: 0.40cm , Length: 23.50cm
Weight:   1.416kg
ISBN:  

9783319021881


ISBN 10:   3319021885
Pages:   69
Publication Date:   15 October 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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

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