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Electronic Design Automation of Analog ICS Combining Gradient Models with Multi-Objective Evolutionary Algorithms

by Frederico A. E. Rocha
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Current price ₹3,639.00
Original price ₹5,597.00
Original price ₹5,597.00
Original price ₹5,597.00
(-35%)
₹3,639.00
Current price ₹3,639.00

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Book cover type: Paperback
  • ISBN13: 9783319021881
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 69
  • Original Price: EUR 49.99
  • Language: English
  • Edition: 2014
  • Item Weight: 141 grams
  • BISAC Subject(s): Electronics / Circuits / General, Artificial Intelligence / General, and Programming / Algorithms

From the Back Cover
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.

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