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

Name: Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutiona
Brand: Springer Nature
SKU: 9783319021881
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Springer Nature

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9783319021881

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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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