Genetic Algorithms for VLSI Design, Layout and Test Automation

Genetic Algorithms for VLSI Design, Layout and Test Automation

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Description

This book provides details about some of the EDA applications where GAs have been used. These applications include partitioning, automatic placement and routing, technology mapping for FPGAs, automatic test generation, and power estimation. One chapter is devoted to each of these topics. The objective is to provide examples where GAs have been successfull applied in the past so that the reader will be able to apply similar techniques in solving his/her own problems.show more

Product details

  • Hardback | 352 pages
  • 185.9 x 243.3 x 31.2mm | 884.52g
  • Pearson Education (US)
  • Prentice Hall
  • Upper Saddle River, United States
  • English
  • 0130115665
  • 9780130115669

About Pinaki Mazumder

PINAKI MAZUMDER is Professor in the Department of Electrical Engineering and Computer Science at The University of Michigan, Ann Arbor. He has worked for over six years at AT&T Bell Laboratories (USA), NTT (Japan), and BEL (India). He has coauthored a book entitled Testing and Testable Design of High-Density Random-Access Memories and has published over 100 archival papers on VLSI testing, physical design automation, and high-speed circuit design. ELIZABETH M. RUDNICK is Assistant Professor at the Center for Reliable and High-Performance Computing and the Department of Electrical and Computer Engineering, University of Illinois, Urbana. She has worked at Motorola, Sunrise Test Systems, and AMD, specializing in design verification, test generation, and electronic design automation.show more

Back cover copy

1156F-7 Genetic algorithms mimic the natural process of evolution, helping engineers optimize their designs by using the principle of "survival of the fittest." VLSI is especially suited to benefit from genetic algorithms - and this comprehensive book shows you how to get the best results, fast. You'll discover how genetic algorithms work and how you can use them in a wide variety of VLSI design, layout, and test automation tasks, including: Circuit partitioning Macro cell routing, including Steiner problems and global routing Standard cell and macro cell placement Circuit segmentation, FPGA mapping and pseudo-exhaustive testing Automatic test generation including compaction, eterministic/genetic test hybrids and integration of finite state machine sequences Peak power estimation You'll find essential insights into problem encoding and fitness functions; coverage of advanced parallel implementations; and much more. Specific experimental results are presented for every application - as are detailed problem descriptions and easy-to-adapt examples. Genetic algorithms are already being incorporated into leading electronic design automation systems. Leverage their full power now - with Genetic Algorithms For VLSI Design, Layout, and Test Automation.show more

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