Ant Colony Optimization (MIT Press)

4,48 valoración promedio
( 21 valoraciones por Goodreads )
 
9780262042192: Ant Colony Optimization (MIT Press)

The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses.

The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms.

"Sinopsis" puede pertenecer a otra edición de este libro.

About the Author:

Marco Dorigo is a research director of the FNRS, the Belgian National Funds for Scientific Research, and co-director of IRIDIA, the artificial intelligence laboratory of the Université Libre de Bruxelles. He is the inventor of the ant colony optimization metaheuristic. His current research interests include swarm intelligence, swarm robotics, and metaheuristics for discrete optimization. He is the Editor-in-Chief of Swarm Intelligence, and an Associate Editor or member of the Editorial Boards of many journals on computational intelligence and adaptive systems. Dr. Dorigo is a Fellow of the ECCAI and of the IEEE. He was awarded the Italian Prize for Artificial Intelligence in 1996, the Marie Curie Excellence Award in 2003, the Dr. A. De Leeuw-Damry-Bourlart award in applied sciences in 2005, the Cajastur "Mamdani" International Prize for Soft Computing in 2007, and an ERC Advanced Grant in 2010.



Thomas Stützle is Assistant Professor in the Computer Science Department at Darmstadt University of Technology.

Review:

Inspired by the remarkable ability of social insects to solve problems, Dorigo and Stützle introduce highly creative new technological design principles for seeking optimized solutions to extremely difficult real-world problems, such as network routing and task scheduling. This is essential reading not only for those working in artificial intelligence and optimization, but for all of us who find the interface between biology and technology fascinating.

(Iain D. Couzin, University of Oxford)

Marco Dorigo and Thomas Stützle impressively demonstrate that the importance of ant behavior reaches fear beyond the sociobiological domain. Ant Colony Optimization presents the most successful algortihmic techniques to be developed on the basis on ant behavior. This book will certainly open the gates for new experimental work on decision making, division of labor, and communication; moreover, it will also inspire all those studying patterns of self-organization.

(Bert Hölldobler, Professor of Behavior Physiology and Sociobiology, Biozentrum, University of Würzburg, Germany)

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

Los mejores resultados en AbeBooks

1.

Marco Dorigo; Thomas Stützle
Editorial: The MIT Press (2004)
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa dura Cantidad: 1
Librería
Ergodebooks
(RICHMOND, TX, Estados Unidos de America)
Valoración
[?]

Descripción The MIT Press, 2004. Hardcover. Estado de conservación: New. Nº de ref. de la librería SONG0262042193

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

Comprar nuevo
EUR 7,20
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,43
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

2.

Marco Dorigo & Thomas StŸtzle
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Softcover Primera edición Cantidad: > 20
Edición internacional
Librería
LowPriceBookDeals
(Wilmington, DE, Estados Unidos de America)
Valoración
[?]

Descripción Softcover. Estado de conservación: New. 1st edition. Brand NEW, Paperback International Edition. Black & White or color, Cover and ISBN may be different but similar contents as US editions. Standard delivery takes 3-6 business days by USPS/UPS/Fedex with tracking number. Choose expedited shipping for superfast delivery 2-4 business days. We do not ship to PO Box addresses. International Edition Textbooks may bear a label Not for sale in the U.S. or Canada etc. printed only to discourage U.S. students from obtaining an affordable copy. Legal to use despite any disclaimer on cover as per US court. No access code or CD included unless specified. In some instances, the international textbooks may have different exercises at the end of the chapters. Printed in English. 100% Customer satisfaction guaranteed! Please feel free to contact us for any queries. Nº de ref. de la librería LBDUS6127394

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

Comprar nuevo
EUR 14,26
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,22
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

3.

Thomas Stützle, Marco Dorigo
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa blanda Cantidad: 3
Edición internacional
Librería
bookscollection
(Delhi, DELHI, India)
Valoración
[?]

Descripción Estado de conservación: Brand New. PAPERBACK,Book Condition New, Brand New, Softcover, International Edition. We Do not Ship APO FPO AND PO BOX.NOT LOOSE LEAF VERSION,NO SOLUTION MANUAL, NO CD, NO ACCESS CARD Cover Image & ISBN may be different from US edition but contents as US Edition. Printing in English language. Quick delivery by USPS/UPS/DHL/FEDEX/ARAMEX ,Customer satisfaction guaranteed. We may ship the books from Asian regions for inventory purpose. Nº de ref. de la librería ABEJULNAD519

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

Comprar nuevo
EUR 14,28
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,59
De India a Estados Unidos de America
Destinos, gastos y plazos de envío

4.

Marco Dorigo, Thomas Stutzle
Editorial: MIT Press Ltd, United States (2004)
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa dura Cantidad: 1
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd, United States, 2004. Hardback. Estado de conservación: New. Language: English . Brand New Book. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms. Nº de ref. de la librería AAU9780262042192

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

Comprar nuevo
EUR 36,15
Convertir moneda

Añadir al carrito

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

5.

Marco Dorigo, Thomas Stutzle
Editorial: MIT Press Ltd, United States (2004)
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa dura Cantidad: 1
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd, United States, 2004. Hardback. Estado de conservación: New. Language: English . Brand New Book. The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms. Nº de ref. de la librería AAU9780262042192

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

Comprar nuevo
EUR 36,45
Convertir moneda

Añadir al carrito

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

6.

Dorigo, Marco; Stutzle, Thomas
Editorial: MIT Press Ltd (2004)
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa dura Primera edición Cantidad: 1
Librería
Valoración
[?]

Descripción MIT Press Ltd, 2004. Estado de conservación: New. 2004. First Edition, First Printing. Hardcover. An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. Num Pages: 319 pages, 72 illus. BIC Classification: GPFC; UYQ. Category: (P) Professional & Vocational. Dimension: 236 x 177 x 20. Weight in Grams: 648. . . . . . . Nº de ref. de la librería V9780262042192

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

Comprar nuevo
EUR 38,11
Convertir moneda

Añadir al carrito

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

7.

Marco Dorigo, Thomas Stutzle
Editorial: MIT Press Ltd
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa dura Cantidad: 2
Librería
THE SAINT BOOKSTORE
(Southport, Reino Unido)
Valoración
[?]

Descripción MIT Press Ltd. Hardback. Estado de conservación: new. BRAND NEW, Ant Colony Optimization, Marco Dorigo, Thomas Stutzle, The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The attempt to develop algorithms inspired by one aspect of ant behavior, the ability to find what computer scientists would call shortest paths, has become the field of ant colony optimization (ACO), the most successful and widely recognized algorithmic technique based on ant behavior. This book presents an overview of this rapidly growing field, from its theoretical inception to practical applications, including descriptions of many available ACO algorithms and their uses. The book first describes the translation of observed ant behavior into working optimization algorithms. The ant colony metaheuristic is then introduced and viewed in the general context of combinatorial optimization. This is followed by a detailed description and guide to all major ACO algorithms and a report on current theoretical findings. The book surveys ACO applications now in use, including routing, assignment, scheduling, subset, machine learning, and bioinformatics problems. AntNet, an ACO algorithm designed for the network routing problem, is described in detail. The authors conclude by summarizing the progress in the field and outlining future research directions. Each chapter ends with bibliographic material, bullet points setting out important ideas covered in the chapter, and exercises. Ant Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO algorithms. Nº de ref. de la librería B9780262042192

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

Comprar nuevo
EUR 31,29
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 7,75
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Marco Dorigo
Editorial: MIT Press (2004)
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Cantidad: 1
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción MIT Press, 2004. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería BB-9780262042192

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

Comprar nuevo
EUR 29,29
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,05
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Dorigo, Marco; Stutzle, Thomas
Editorial: MIT Press Ltd
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Tapa dura Cantidad: 1
Librería
Kennys Bookstore
(Olney, MD, Estados Unidos de America)
Valoración
[?]

Descripción MIT Press Ltd. Estado de conservación: New. 2004. First Edition, First Printing. Hardcover. An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications. Num Pages: 319 pages, 72 illus. BIC Classification: GPFC; UYQ. Category: (P) Professional & Vocational. Dimension: 236 x 177 x 20. Weight in Grams: 648. . . . . . Books ship from the US and Ireland. Nº de ref. de la librería V9780262042192

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

Comprar nuevo
EUR 40,10
Convertir moneda

Añadir al carrito

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

10.

Marco Dorigo; Thomas Stützle
ISBN 10: 0262042193 ISBN 13: 9780262042192
Nuevos Cantidad: 2
Librería
BWB
(Valley Stream, NY, Estados Unidos de America)
Valoración
[?]

Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97802620421920000000

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

Comprar nuevo
EUR 42,70
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
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