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.
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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:
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.
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Book Description Condition: New. pp. 338. Seller Inventory # 261538066
Book Description Condition: New. pp. 338. Seller Inventory # 6342605