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An Introduction to Genetic Algorithms by Mitchell, Melanie
by Mitchell, Melanie | PB | Acceptable
US $8.21
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“Readable copy. Pages may have considerable notes/highlighting. ~ ThriftBooks: Read More, Spend ”... Read moreabout condition
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eBay item number:196087082515
Item specifics
- Condition
- Acceptable
- Seller Notes
- Binding
- Paperback
- Weight
- 1 lbs
- Product Group
- Book
- IsTextBook
- Yes
- ISBN
- 9780262631853
- Subject Area
- Computers
- Publication Name
- Introduction to Genetic Algorithms
- Item Length
- 10 in
- Publisher
- MIT Press
- Subject
- Programming / Algorithms, Computer Science
- Series
- Complex Adaptive Systems Ser.
- Publication Year
- 1998
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Height
- 0.8 in
- Features
- Reprint
- Item Width
- 7 in
- Item Weight
- 10.3 Oz
- Number of Pages
- 221 Pages
About this product
Product Information
Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics-particularly in machine learning, scientific modeling, and artificial life-and reviews a broad span of research, including the work of Mitchell and her colleagues. 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.
Product Identifiers
Publisher
MIT Press
ISBN-10
0262631857
ISBN-13
9780262631853
eBay Product ID (ePID)
66012
Product Key Features
Publication Name
Introduction to Genetic Algorithms
Format
Trade Paperback
Language
English
Features
Reprint
Subject
Programming / Algorithms, Computer Science
Series
Complex Adaptive Systems Ser.
Publication Year
1998
Type
Textbook
Subject Area
Computers
Number of Pages
221 Pages
Dimensions
Item Length
10 in
Item Height
0.8 in
Item Width
7 in
Item Weight
10.3 Oz
Additional Product Features
Lc Classification Number
Qh441.2.M55 1998
Grade from
College Graduate Student
Edition Description
Reprint
Reviews
This is a useful introduction to the subject and is well worth reading as an entry into evolutionary computing., "This is a useful introduction to the subject and is well worth reading as an entry into evolutionary computing." -Chris Robbins, Computing
Copyright Date
1998
Target Audience
Trade
Dewey Decimal
006.3/1
Dewey Edition
21
Illustrated
Yes
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:196087082515
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Aurora, Illinois, United States
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