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

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...

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Main Authors: Rocha, Frederico A.E. (Author, http://id.loc.gov/vocabulary/relators/aut), Martins, Ricardo M.F. (http://id.loc.gov/vocabulary/relators/aut), Lourenço, Nuno C.C. (http://id.loc.gov/vocabulary/relators/aut), Horta, Nuno C.G. (http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:SpringerBriefs in Computational Intelligence,
Subjects:
Electronic circuits.
Computational intelligence.
Algorithms.
Circuits and Systems.
Computational Intelligence.
Algorithm Analysis and Problem Complexity.
Online Access:https://doi.org/10.1007/978-3-319-02189-8
Table of Contents:
  • Introduction
  • Related Work
  • Gradient Model Generation
  • Enhanced Circuit-Level Optimization Kernel
  • Case Studies
  • Conclusions and Outlook.

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