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Synopsis
A tutorial on genetic algorithms with an emphasis on practical applications
The rapidly expanding field of genetic algorithms has given rise to many new applications in a variety of disciplines. However, most of the existing books on the subject concentrate on theory. Practical Genetic Algorithms is the first introductory-level book to emphasize practical applications through the use of example problems.
In an accessible style, the authors explain why the genetic algorithm is superior in many real-world applications, cover continuous parameter genetic algorithms, and provide in-depth trade-off analysis of genetic algorithm parameter selection. Written for the end user in engineering, science, and computer programming, as well as upper-level undergraduate and graduate students, Practical Genetic Algorithms:
* Provides numerous practical example problems
* Contains over 80 illustrations
* Features many figures and tables
* Includes three appendices: a glossary of terms, a list of genetic algorithm routines in pseudocode, and a list of symbols used in the book.
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From the Publisher
This well-organized, introductory text takes the reader through the new and rapidly expanding field of genetic algorithms step by step, from a discussion of numerical optimization, to a survey of current extensions to genetic algorithms and applications. For the first time, theory is linked to practical application in a variety of disciplines through the presentation of numerous examples. Includes a glossary of important terms and a list of some genetic algorithm routines in pseudocode.
About the Author
RANDY L. HAUPT, PhD, is Professor and Chair of Electrical Engineering at the University of Nevada, Reno.
SUE ELLEN HAUPT, PhD, is a research associate in the Program in Atmospheric and Oceanic Science at the University of Colorado, Boulder.
"About this title" may belong to another edition of this title.
- PublisherWiley-Interscience
- Publication date1998
- ISBN 10 0471188735
- ISBN 13 9780471188735
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages192
- Rating
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