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Titlebook: Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutiona; Frederico A.E. Rocha,Ricardo M.F. Ma

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发表于 2025-3-21 17:15:46 | 显示全部楼层 |阅读模式
书目名称Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutiona
编辑Frederico A.E. Rocha,Ricardo M.F. Martins,Nuno C.G
视频video
概述Includes supplementary material:
丛书名称SpringerBriefs in Applied Sciences and Technology
图书封面Titlebook: Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutiona;  Frederico A.E. Rocha,Ricardo M.F. Ma
描述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.
出版日期Book 2014
关键词Analog IC Sizing; Electronic Design Automation; Evolutionary Computation; Gradient Model; Multi-Objectiv
版次1
doihttps://doi.org/10.1007/978-3-319-02189-8
isbn_softcover978-3-319-02188-1
isbn_ebook978-3-319-02189-8Series ISSN 2191-530X Series E-ISSN 2191-5318
issn_series 2191-530X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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发表于 2025-3-21 21:09:37 | 显示全部楼层
https://doi.org/10.1007/978-3-658-08766-1ly only at circuit-level or only at system level, while others apply to both. In this study, several circuit-level sizing techniques are sketched and compared, and then, different model-based optimization approaches are outlined.
发表于 2025-3-22 01:23:56 | 显示全部楼层
Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutiona
发表于 2025-3-22 06:37:50 | 显示全部楼层
Book 2014 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
发表于 2025-3-22 12:45:10 | 显示全部楼层
发表于 2025-3-22 14:39:00 | 显示全部楼层
https://doi.org/10.1007/978-3-658-07506-4 model’s setup options to AIDA’s graphical user interface (GUI), which allows the visualization of the results and the configuration of the parameters, such as the objectives, constraints and input variables, ranges, etc.
发表于 2025-3-22 18:07:12 | 显示全部楼层
,Enhanced AIDA’s Circuit-Level Optimization Kernel, model’s setup options to AIDA’s graphical user interface (GUI), which allows the visualization of the results and the configuration of the parameters, such as the objectives, constraints and input variables, ranges, etc.
发表于 2025-3-22 23:37:29 | 显示全部楼层
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发表于 2025-3-23 09:12:38 | 显示全部楼层
https://doi.org/10.1007/978-3-319-02189-8Analog IC Sizing; Electronic Design Automation; Evolutionary Computation; Gradient Model; Multi-Objectiv
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