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Genetic Algorithms in Search, Optimization, and Machine Learning
Tags:
Computers & Internet / Operating Systems / Computer Science / Artificial Intelligence / Programming / Algorithms
Author: David E. Goldberg
Author: David E. Goldberg
Edition: 1
Release: 1989-01-11
Publisher: Addison-Wesley Professional
Format: Hardcover (432 pages)
ISBN 10: 0201157675
ISBN 13: 9780201157673
MSRP: $69.99
Release: 1989-01-11
Publisher: Addison-Wesley Professional
Format: Hardcover (432 pages)
ISBN 10: 0201157675
ISBN 13: 9780201157673
MSRP: $69.99
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Book Description
David Goldberg's Genetic Algorithms in Search, Optimization and Machine Learning is by far the bestselling introduction to genetic algorithms. Goldberg is one of the preeminent researchers in the field--he has published over 100 research articles on genetic algorithms and is a student of John Holland, the father of genetic algorithms--and his deep understanding of the material shines through. The book contains a complete listing of a simple genetic algorithm in Pascal, which C programmers can easily understand. The book covers all of the important topics in the field, including crossover, mutation, classifier systems, and fitness scaling, giving a novice with a computer science background enough information to implement a genetic algorithm and describe genetic algorithms to a friend.
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