Evolutionary Algorithms for VLSI CAD:
In VLSI CAD, difficult optimization problems have to be solved on a constant basis. Various optimization techniques have been proposed in the past. While some of these methods have been shown to work well in applications and have become somewhat established over the years, other techniques have been...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
1998
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| Schlagworte: | |
| Online-Zugang: | BTU01 URL des Erstveröffentlichers |
| Zusammenfassung: | In VLSI CAD, difficult optimization problems have to be solved on a constant basis. Various optimization techniques have been proposed in the past. While some of these methods have been shown to work well in applications and have become somewhat established over the years, other techniques have been ignored. Recently, there has been a growing interest in optimization algorithms based on principles observed in nature, termed Evolutionary Algorithms (EAs). Evolutionary Algorithms in VLSI CAD presents the basic concepts of EAs, and considers the application of EAs in VLSI CAD. It is the first book to show how EAs could be used to improve IC design tools and processes. Several successful applications from different areas of circuit design, like logic synthesis, mapping and testing, are described in detail. Evolutionary Algorithms in VLSI CAD consists of two parts. The first part discusses basic principles of EAs and provides some easy-to-understand examples. Furthermore, a theoretical model for multi-objective optimization is presented. In the second part a software implementation of EAs is supplied together with detailed descriptions of several EA applications. These applications cover a wide range of VLSI CAD, and different methods for using EAs are described. Evolutionary Algorithms in VLSI CAD is intended for CAD developers and researchers as well as those working in evolutionary algorithms and techniques supporting modern design tools and processes |
| Beschreibung: | 1 Online-Ressource (X, 184 p) |
| ISBN: | 9781475728668 |
| DOI: | 10.1007/978-1-4757-2866-8 |
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| 520 | |a In VLSI CAD, difficult optimization problems have to be solved on a constant basis. Various optimization techniques have been proposed in the past. While some of these methods have been shown to work well in applications and have become somewhat established over the years, other techniques have been ignored. Recently, there has been a growing interest in optimization algorithms based on principles observed in nature, termed Evolutionary Algorithms (EAs). Evolutionary Algorithms in VLSI CAD presents the basic concepts of EAs, and considers the application of EAs in VLSI CAD. It is the first book to show how EAs could be used to improve IC design tools and processes. Several successful applications from different areas of circuit design, like logic synthesis, mapping and testing, are described in detail. Evolutionary Algorithms in VLSI CAD consists of two parts. The first part discusses basic principles of EAs and provides some easy-to-understand examples. Furthermore, a theoretical model for multi-objective optimization is presented. In the second part a software implementation of EAs is supplied together with detailed descriptions of several EA applications. These applications cover a wide range of VLSI CAD, and different methods for using EAs are described. Evolutionary Algorithms in VLSI CAD is intended for CAD developers and researchers as well as those working in evolutionary algorithms and techniques supporting modern design tools and processes | ||
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| dewey-ones | 621 - Applied physics |
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| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-1-4757-2866-8 |
| format | Electronic eBook |
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| id | DE-604.BV045185908 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:10:56Z |
| institution | BVB |
| isbn | 9781475728668 |
| language | English |
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| oclc_num | 1053825076 |
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| physical | 1 Online-Ressource (X, 184 p) |
| psigel | ZDB-2-ENG ZDB-2-ENG_Archiv ZDB-2-ENG ZDB-2-ENG_Archiv |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Springer US |
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| spelling | Drechsler, Rolf Verfasser aut Evolutionary Algorithms for VLSI CAD by Rolf Drechsler Boston, MA Springer US 1998 1 Online-Ressource (X, 184 p) txt rdacontent c rdamedia cr rdacarrier In VLSI CAD, difficult optimization problems have to be solved on a constant basis. Various optimization techniques have been proposed in the past. While some of these methods have been shown to work well in applications and have become somewhat established over the years, other techniques have been ignored. Recently, there has been a growing interest in optimization algorithms based on principles observed in nature, termed Evolutionary Algorithms (EAs). Evolutionary Algorithms in VLSI CAD presents the basic concepts of EAs, and considers the application of EAs in VLSI CAD. It is the first book to show how EAs could be used to improve IC design tools and processes. Several successful applications from different areas of circuit design, like logic synthesis, mapping and testing, are described in detail. Evolutionary Algorithms in VLSI CAD consists of two parts. The first part discusses basic principles of EAs and provides some easy-to-understand examples. Furthermore, a theoretical model for multi-objective optimization is presented. In the second part a software implementation of EAs is supplied together with detailed descriptions of several EA applications. These applications cover a wide range of VLSI CAD, and different methods for using EAs are described. Evolutionary Algorithms in VLSI CAD is intended for CAD developers and researchers as well as those working in evolutionary algorithms and techniques supporting modern design tools and processes Engineering Circuits and Systems Electrical Engineering Computing Methodologies Computer-Aided Engineering (CAD, CAE) and Design Computers Computer-aided engineering Electrical engineering Electronic circuits Erscheint auch als Druck-Ausgabe 9781441950406 https://doi.org/10.1007/978-1-4757-2866-8 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Drechsler, Rolf Evolutionary Algorithms for VLSI CAD Engineering Circuits and Systems Electrical Engineering Computing Methodologies Computer-Aided Engineering (CAD, CAE) and Design Computers Computer-aided engineering Electrical engineering Electronic circuits |
| title | Evolutionary Algorithms for VLSI CAD |
| title_auth | Evolutionary Algorithms for VLSI CAD |
| title_exact_search | Evolutionary Algorithms for VLSI CAD |
| title_full | Evolutionary Algorithms for VLSI CAD by Rolf Drechsler |
| title_fullStr | Evolutionary Algorithms for VLSI CAD by Rolf Drechsler |
| title_full_unstemmed | Evolutionary Algorithms for VLSI CAD by Rolf Drechsler |
| title_short | Evolutionary Algorithms for VLSI CAD |
| title_sort | evolutionary algorithms for vlsi cad |
| topic | Engineering Circuits and Systems Electrical Engineering Computing Methodologies Computer-Aided Engineering (CAD, CAE) and Design Computers Computer-aided engineering Electrical engineering Electronic circuits |
| topic_facet | Engineering Circuits and Systems Electrical Engineering Computing Methodologies Computer-Aided Engineering (CAD, CAE) and Design Computers Computer-aided engineering Electrical engineering Electronic circuits |
| url | https://doi.org/10.1007/978-1-4757-2866-8 |
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