Items related to An Introduction to Genetic Algorithms (Complex Adaptive...
Synopsis
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.
"synopsis" may belong to another edition of this title.
About the Author
Melanie Mitchell is Research Professor and Director of the Adaptive Computation Program at the Santa Fe Institute.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for An Introduction to Genetic Algorithms (Complex Adaptive...
Seller Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: Zoom Books Company, Lynden, WA, U.S.A.
Seller rating 5 out of 5 stars
Condition: very_good. Book is in very good condition and may include minimal underlining highlighting. The book can also include "From the library of" labels. May not contain miscellaneous items toys, dvds, etc. . We offer 100% money back guarantee and 24 7 customer service. Seller Inventory # ZBV.0262133164.VG
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 4 out of 5 stars
Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00089592502
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. No Jacket. Missing dust jacket; May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.56. Seller Inventory # G0262133164I4N01
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: As New. No Jacket. Pages are clean and are not marred by notes or folds of any kind. ~ ThriftBooks: Read More, Spend Less 1.56. Seller Inventory # G0262133164I2N00
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: ThriftBooks-Dallas, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.56. Seller Inventory # G0262133164I4N00
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: HPB-Red, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_417121285
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: HPB-Movies, Dallas, TX, U.S.A.
Seller rating 4 out of 5 stars
hardcover. Condition: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_439873818
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Seller: WorldofBooks, Goring-By-Sea, WS, United Kingdom
Seller rating 5 out of 5 stars
Hardback. Condition: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR002257842
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms
Seller: Better World Books, Mishawaka, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Former library book; may include library markings. Used book that is in clean, average condition without any missing pages. Seller Inventory # GRP34002071
Quantity: 1 available
Stock Image
An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Published by
Bradford Books February 1996, 1996
ISBN 10: 0262133164
ISBN 13: 9780262133166
Used
Hardcover
Seller: Pella Books, Pella, IA, U.S.A.
Seller rating 2 out of 5 stars
Hardcover. Condition: Used Good. Dust Jacket Condition: Very Good. Seller Inventory # 232465
Quantity: 1 available