An Introduction to Genetic Algorithms

Melanie Mitchell

222 valoraciones de Goodreads

Idioma: inglés

Editorial: MIT Press Ltd, 1998

0262631857 / 9780262631853

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Descripción del artículo del vendedor

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.…

N° de ref. del artículo 00103929915

Título
An Introduction to Genetic Algorithms
Autor
Melanie Mitchell
Editorial
MIT Press Ltd
Año de publicación
1998
Estado
Good
Encuadernación
Paperback
Idioma
inglés
ISBN 10
0262631857
ISBN 13
9780262631853

World of Books (was SecondSale)

Montgomery, IL, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de AbeBooks desde el 20 de diciembre de 2007

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ArtículoDe 4 a 12 días hábilesDe 3 a 6 días hábiles
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