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Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques

Language EnglishEnglish
Book Hardback
Book Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques Manuel Barros
Libristo code: 01655629
The microelectronics market trends present an ever-increasing level of complexity with special empha... Full description
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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.

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About the book

Full name Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques
Language English
Binding Book - Hardback
Date of issue 2010
Number of pages 240
EAN 9783642123450
ISBN 3642123457
Libristo code 01655629
Weight 514
Dimensions 162 x 237 x 21
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