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Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques
The microelectronics market trends present an ever-increasing level of complexity with special emphasis on the production of complex mixed-signal systems-on-chip. Strict economic and design pressures have driven the development of new methods to automate the analog design process. However, and despi...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2010.
|
| Edición: | 1st ed. 2010. |
| Colección: | Studies in Computational Intelligence,
294 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-642-12346-7 | ||
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| 020 | |a 9783642123467 |9 978-3-642-12346-7 | ||
| 024 | 7 | |a 10.1007/978-3-642-12346-7 |2 doi | |
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| 100 | 1 | |a Barros, Manuel. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques |h [electronic resource] / |c by Manuel Barros, Jorge Guilherme, Nuno Horta. |
| 250 | |a 1st ed. 2010. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2010. | |
| 300 | |a 240 p. 141 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 294 | |
| 505 | 0 | |a State-of-the-Art on Analog Design Automation -- Evolutionary Analog IC Design Optimization -- Enhanced Techniques for Analog Circuits Design Using SVM Models -- Analog IC Design Environment Architecture -- Optimization of Analog Circuits and Systems - Applications -- Conclusions. | |
| 520 | |a The microelectronics market trends present an ever-increasing level of complexity with special emphasis on the production of complex mixed-signal systems-on-chip. Strict economic and design pressures have driven the development of new methods to automate the analog design process. However, and despite some significant research efforts, the essential act of design at the transistor level is still performed by the trial and error interaction between the designer and the simulator. This book presents a new design automation methodology based on a modified genetic algorithm kernel, in order to improve efficiency on the analog IC design cycle. The proposed approach combines a robust optimization with corner analysis, machine learning techniques and distributed processing capability able to deal with multi-objective and constrained optimization problems. The resulting optimization tool and the improvement in design productivity is demonstrated for the design of CMOS operational amplifiers. | ||
| 650 | 0 | |a Electronics. | |
| 650 | 0 | |a Computational intelligence. | |
| 650 | 0 | |a Control engineering. | |
| 650 | 0 | |a Robotics. | |
| 650 | 0 | |a Automation. | |
| 650 | 1 | 4 | |a Electronics and Microelectronics, Instrumentation. |
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| 650 | 2 | 4 | |a Control, Robotics, Automation. |
| 700 | 1 | |a Guilherme, Jorge. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Horta, Nuno. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
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| 776 | 0 | 8 | |i Printed edition: |z 9783642263231 |
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| 830 | 0 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 294 | |
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| 950 | |a Engineering (R0) (SpringerNature-43712) | ||