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...

Full description

Bibliographic Details
Main Authors: Barros, Manuel F. M. (Author), Guilherme, Jorge M. C. (Author), Horta, Nuno C. G. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Series:Studies in Computational Intelligence, 294
Subjects:
Online Access:https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-12346-7
LEADER 03047nam a22004815i 4500
001 10571
003 DE-He213
005 20130725195844.0
007 cr nn 008mamaa
008 100413s2010 gw | s |||| 0|eng d
020 # # |a 9783642123467  |9 978-3-642-12346-7 
024 7 # |a 10.1007/978-3-642-12346-7  |2 doi 
050 # 4 |a Q342 
072 # 7 |a UYQ  |2 bicssc 
072 # 7 |a COM004000  |2 bisacsh 
082 0 4 |a 006.3  |2 23 
100 1 # |a Barros, Manuel F. M.  |e author. 
245 1 0 |a Analog Circuits and Systems Optimization based on Evolutionary Computation Techniques  |c by Manuel F. M. Barros, Jorge M. C. Guilherme, Nuno C. G. Horta.  |h [electronic resource] / 
264 # 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2010. 
300 # # |a 240p. 141 illus.  |b online resource. 
336 # # |a text  |b txt  |2 rdacontent 
337 # # |a computer  |b c  |2 rdamedia 
338 # # |a online resource  |b cr  |2 rdacarrier 
347 # # |a text file  |b PDF  |2 rda 
490 1 # |a Studies in Computational Intelligence,  |v 294  |x 1860-949X ; 
505 0 # |a Introduction -- 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 -- Appendixes -- Index. 
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 Engineering. 
650 # 0 |a Electronics. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Electronics and Microelectronics, Instrumentation. 
650 2 4 |a Robotics and Automation. 
700 1 # |a Guilherme, Jorge M. C.  |e author. 
700 1 # |a Horta, Nuno C. G.  |e author. 
710 2 # |a SpringerLink (Online service) 
773 0 # |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642123450 
830 # 0 |a Studies in Computational Intelligence,  |v 294  |x 1860-949X ; 
856 4 0 |u https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-12346-7 
912 # # |a ZDB-2-ENG 
950 # # |a Engineering (Springer-11647)