Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
2014
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| Series: | SpringerBriefs in Applied Sciences and Technology
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| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Item Description: | 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 |
| Physical Description: | 1 Online-Ressource (XI, 69 p.) 39 illus |
| ISBN: | 9783319021898 |
| DOI: | 10.1007/978-3-319-02189-8 |
Staff View
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| adam_text | ELECTRONIC DESIGN AUTOMATION OF ANALOG ICS COMBINING GRADIENT MODELS
WITH MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS
/ ROCHA, FREDERICO A.E.
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
RELATED WORK
GRADIENT MODEL GENERATION
ENHANCED CIRCUIT-LEVEL OPTIMIZATION KERNEL
CASE STUDIES
CONCLUSIONS AND OUTLOOK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ELECTRONIC DESIGN AUTOMATION OF ANALOG ICS COMBINING GRADIENT MODELS
WITH MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS
/ ROCHA, FREDERICO A.E.
: 2014
ABSTRACT / INHALTSTEXT
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
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Rocha, Frederico A.E |
| author_facet | Rocha, Frederico A.E |
| author_role | aut |
| author_sort | Rocha, Frederico A.E |
| author_variant | f a r fa far |
| building | Verbundindex |
| bvnumber | BV041470985 |
| collection | ZDB-2-ENG |
| contents | Introduction -- Related Work -- Gradient Model Generation -- Enhanced Circuit-Level Optimization Kernel -- Case Studies -- Conclusions and Outlook |
| ctrlnum | (OCoLC)862985660 (DE-599)BVBBV041470985 |
| dewey-full | 621.3815 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.3815 |
| dewey-search | 621.3815 |
| dewey-sort | 3621.3815 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-3-319-02189-8 |
| format | Electronic eBook |
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| id | DE-604.BV041470985 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:39:01Z |
| institution | BVB |
| isbn | 9783319021898 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-026917128 |
| oclc_num | 862985660 |
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| owner | DE-Aug4 DE-92 DE-634 DE-859 DE-898 DE-BY-UBR DE-573 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
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| physical | 1 Online-Ressource (XI, 69 p.) 39 illus |
| psigel | ZDB-2-ENG |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| record_format | marc |
| series2 | SpringerBriefs in Applied Sciences and Technology |
| spellingShingle | Rocha, Frederico A.E Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms Introduction -- Related Work -- Gradient Model Generation -- Enhanced Circuit-Level Optimization Kernel -- Case Studies -- Conclusions and Outlook Engineering Computer software Systems engineering Circuits and Systems Computational Intelligence Algorithm Analysis and Problem Complexity Ingenieurwissenschaften |
| title | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms |
| title_auth | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms |
| title_exact_search | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms |
| title_full | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms by Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta |
| title_fullStr | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms by Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta |
| title_full_unstemmed | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms by Frederico A.E. Rocha, Ricardo M.F. Martins, Nuno C.C. Lourenço, Nuno C.G. Horta |
| title_short | Electronic Design Automation of Analog ICs combining Gradient Models with Multi-Objective Evolutionary Algorithms |
| title_sort | electronic design automation of analog ics combining gradient models with multi objective evolutionary algorithms |
| topic | Engineering Computer software Systems engineering Circuits and Systems Computational Intelligence Algorithm Analysis and Problem Complexity Ingenieurwissenschaften |
| topic_facet | Engineering Computer software Systems engineering Circuits and Systems Computational Intelligence Algorithm Analysis and Problem Complexity Ingenieurwissenschaften |
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