Name: analog circuits and systems optimization based on evolutionary computation techniques (en Inglés)
SKU: 3405190
Price: 93.49 USD
Availability: InStock
Author: guilherme,horta,barros
ISBN: 9783642123450

portada analog circuits and systems optimization based on evolutionary computation techniques (en Inglés)

analog circuits and systems optimization based on evolutionary computation techniques (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

guilherme,horta,barros

Idioma

Inglés

N° páginas

240

ISBN

3642123457

ISBN13

9783642123450

Categorías

Inteligencia artificial

analog circuits and systems optimization based on evolutionary computation techniques (en Inglés)

Guilherme,Horta,Barros (Autor) · Springer · Libro Físico

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Reseña del libro "analog circuits and systems optimization based on evolutionary computation techniques (en Inglés)"

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.