Introduction to Genetic Algorithms, An
Language: English
Published by MIT Press, Cambridge, MA, 1996
- First Edition
- Hardcover
- Used
Seller: Monroe Street Books, Middlebury, VT, U.S.A.Monroe Street Books
AbeBooks seller since December 5, 1997
Condition: Used - Very good
£ 17.86
Quantity: 1 available
Add to basketItem description from seller
203 pages. Hardcover. B/w illustrations throughout. Dust jacket unclipped, every good. Cover boards bound in gray cloth, has some fading at edges. A touch of foxing to top edge. Pages clean, binding tight. In great shape. Describes some of the most interesting research in the field and also enables readers to implement and experiment with generic algorithms of their own. Record # 31596.
Seller Inventory # 31596
- Title
- Introduction to Genetic Algorithms, An
- Author
- Mitchell, Melanie
- Publisher
- MIT Press, Cambridge, MA
- Publication year
- 1996
- Condition
- Very Good
- Dust jacket
- Very Good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0262133164
- ISBN 13
- 9780262133166
- Edition
- 1st Edition
The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines.
An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text.
The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.
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Monroe Street Books
Middlebury, VT, U.S.A.
AbeBooks seller since December 5, 1997
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