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Books > Computing & IT > General theory of computing
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Evolutionary Algorithms for VLSI CAD (Hardcover, 1998 ed.)
Loot Price: R2,754
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Evolutionary Algorithms for VLSI CAD (Hardcover, 1998 ed.)
Expected to ship within 18 - 22 working days
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In VLSI CAD, difficult optimization problems have to be solved on a
constant basis. Various optimization techniques have been proposed
in the past. While some of these methods have been shown to work
well in applications and have become somewhat established over the
years, other techniques have been ignored. Recently, there has been
a growing interest in optimization algorithms based on principles
observed in nature, termed Evolutionary Algorithms (EAs).
Evolutionary Algorithms in VLSI CAD presents the basic concepts of
EAs, and considers the application of EAs in VLSI CAD. It is the
first book to show how EAs could be used to improve IC design tools
and processes. Several successful applications from different areas
of circuit design, like logic synthesis, mapping and testing, are
described in detail. Evolutionary Algorithms in VLSI CAD consists
of two parts. The first part discusses basic principles of EAs and
provides some easy-to-understand examples. Furthermore, a
theoretical model for multi-objective optimization is presented. In
the second part a software implementation of EAs is supplied
together with detailed descriptions of several EA applications.
These applications cover a wide range of VLSI CAD, and different
methods for using EAs are described. Evolutionary Algorithms in
VLSI CAD is intended for CAD developers and researchers as well as
those working in evolutionary algorithms and techniques supporting
modern design tools and processes.
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