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Swarm Intelligence From Natural to Artificial Systems

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ISBN-10: 0195131584

ISBN-13: 9780195131581

Edition: 1999

Authors: Eric Bonabeau, Marco Dorigo, Guy Theraulaz

List price: $235.00
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Description:

Social insects--ants, bees, termites, and wasps--can be viewed as powerful problem-solving systems with sophisticated collective intelligence. Composed of simple interacting agents, this intelligence lies in the networks of interactions among individuals and between individuals and the environment. A fascinating subject, social insects are also a powerful metaphor for artificial intelligence, and the problems they solve--finding food, dividing labor among nestmates, building nests, responding to external challenges--have important counterparts in engineering and computer science. This book provides a detailed look at models of social insect behaviour and how to apply these models in the…    
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Book details

List price: $235.00
Copyright year: 1999
Publisher: Oxford University Press, Incorporated
Publication date: 9/23/1999
Binding: Hardcover
Pages: 320
Size: 6.18" wide x 9.29" long x 0.91" tall
Weight: 1.408
Language: English

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 Universit� 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…    

Preface
Introduction
Ant Foraging Behavior, Combinatorial Optimization, and Routing in Communications Network
Division of Labor and Task Allocation
Cemetery Organization, Brood Sorting, Data Analysis and Graph Partitioning
Self-Organization and Templates: Application to Data Analysis and Graph Partitioning
Nest Building and Self-Assembling
Cooperative Transport by Insects and Robots
Epilogue
Bibliography
Index