An Introduction to Genetic Algorithms (Complex Adaptive Systems)

3,71 valoración promedio
( 148 valoraciones por GoodReads )
 
9780262631853: An Introduction to Genetic Algorithms (Complex Adaptive Systems)
Críticas:

"An outstanding introduction to a new and important field of computer science." Tim Watson , The Computer Journal "This is a useful introduction to the subject and is well worth reading as an entry into evolutionary computing." Chris Robbins , Computing "This is the best general book on Genetic Algorithms written to date. It covers background, history, and motivation; it selects important, informative examples of applications and discusses the use of Genetic Algorithms in scientific models; and it gives a good account of the status of the theory of Genetic Algorithms. Best of all the book presents its material in clear, straightforward, felicitous prose, accessible to anyone with a college-level scientific background. If you want a broad, solid understanding of Genetic Algorithms--where they came from, what's being done with them, and where they are going--this is the book. John H. Holland, Professor, Computer Science and Engineering,and Professor of Psychology, The University of Michigan;External Professor, the Santa Fe Institute.

Reseña del editor:

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Los mejores resultados en AbeBooks

1.

Melanie Mitchell
Editorial: MIT Press (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Paperback Cantidad: 1
Librería
Irish Booksellers
(Rumford, ME, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press, 1998. Paperback. Estado de conservación: New. book. Nº de ref. de la librería 0262631857

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 24,58
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío

2.

Mitchell, Melanie
Editorial: MIT Press, Cambridge, MA (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Trade Paperback Cantidad: 1
Librería
Brillig Books
(Wilkinsburg, PA, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press, Cambridge, MA, 1998. Trade Paperback. Estado de conservación: New. Octavo, silver colored illustrated stiff wraps (Trade Paperback). 218 pp. BRAND NEW BOOK. Packaged securely in a box and delivered promptly. Nº de ref. de la librería 10319

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 26,23
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío

3.

Melanie Mitchell
Editorial: A Bradford Book (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Paperback Cantidad: 1
Librería
Ergodebooks
(RICHMOND, TX, Estados Unidos de America)
Valoración
[?]

Descripción A Bradford Book, 1998. Paperback. Estado de conservación: New. Third Printing. Nº de ref. de la librería DADAX0262631857

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 22,64
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,69
A Estados Unidos de America
Destinos, gastos y plazos de envío

4.

Melanie Mitchell
Editorial: MIT Press (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Paperback Cantidad: 3
Librería
Murray Media
(North Miami Beach, FL, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press, 1998. Paperback. Estado de conservación: New. Nº de ref. de la librería P110262631857

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 40,15
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 2,77
A Estados Unidos de America
Destinos, gastos y plazos de envío

5.

Melanie Mitchell
Editorial: MIT Press Ltd, United States (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Paperback Cantidad: 1
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd, United States, 1998. Paperback. Estado de conservación: New. Reprint. 250 x 170 mm. Language: English . Brand New Book. 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. Nº de ref. de la librería AAH9780262631853

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 43,57
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

6.

Melanie Mitchell
Editorial: MIT Press Ltd, United States (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Paperback Cantidad: 1
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd, United States, 1998. Paperback. Estado de conservación: New. Reprint. 250 x 170 mm. Language: English . Brand New Book. 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. Nº de ref. de la librería AAH9780262631853

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 43,69
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

7.

Melanie Mitchell
Editorial: MIT Press
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Cantidad: > 20
Librería
INDOO
(Avenel, NJ, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press. Estado de conservación: New. Brand New. Nº de ref. de la librería 0262631857

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 41,95
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,24
A Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Melanie Mitchell
Editorial: MIT Press (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Cantidad: 8
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción MIT Press, 1998. PAP. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería WM-9780262631853

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 36,57
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,40
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Melanie Mitchell
Editorial: MIT Press (1998)
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Cantidad: 1
Librería
PBShop
(Wood Dale, IL, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press, 1998. PAP. Estado de conservación: New. New Book.Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería IB-9780262631853

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 43,75
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,69
A Estados Unidos de America
Destinos, gastos y plazos de envío

10.

Melanie Mitchell
ISBN 10: 0262631857 ISBN 13: 9780262631853
Nuevos Cantidad: 1
Librería
Castle Rock
(Pittsford, NY, Estados Unidos de America)
Valoración
[?]

Descripción Estado de conservación: Brand New. Book Condition: Brand New. Nº de ref. de la librería 97802626318531.0

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 48,94
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,69
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda