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Swarm intelligence : from natural to artificial isystems / Eric Bonabeau, Marco Dorigo, Guy Theraulaz.

By: Contributor(s): Material type: TextTextPublication details: New York : Oxford University Press, 1999.Description: 1 online resource (xii, 307 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 1423738802
  • 9781423738800
  • 9780195131581
  • 0195131584
  • 9780195131598
  • 0195131592
  • 1280472774
  • 9781280472770
  • 0198030150
  • 9780198030157
  • 9780190208196
  • 0190208198
Subject(s): Genre/Form: Additional physical formats: Print version:: Swarm intelligence.DDC classification:
  • 006.3 21
LOC classification:
  • Q335 .B59 1999eb
Other classification:
  • 42.75
  • 42.66
  • 54.72
  • PN 96
  • FY 25
  • ST 300
  • WQ 3096
  • WT 3821
  • WT 3900
  • BIO 829f
  • DAT 700f
  • PHY 825f
  • PSY 800f
Online resources:
Contents:
Ch. 1. Introduction -- Ch. 2. Ant Foraging Behavior, Combinatorial Optimization, and Routing in Communications Network -- Ch. 3. Division of Labor and Task Allocation -- Ch. 4. Cemetery Organization, Brood Sorting, Data Analysis, and Graph Partitioning -- Ch. 5. Self-Organization and Templates: Application to Data Analysis and Graph Partitioning -- Ch. 6. Nest Building and Self-Assembling -- Ch. 7. Cooperative Transport by Insects and Robots -- Ch. 8. Epilogue.
Review: "This book provides a detailed look at models of social insect behavior and how to apply these models in the design of complex systems. The book shows how these models replace an emphasis on control, preprogramming, and centralization with designs featuring autonomy, emergence, and distributed functioning. These designs are proving immensely flexible and robust, able to adapt quickly to changing environments and to continue functioning even when individual elements fail.Summary: In particular, these designs are an exciting approach to the tremendous growth of complexity in software and information. Swarm Intelligence draws on up-to-date research from biology, neuroscience, artificial intelligence, robotics, operations research, and computer graphics, and each chapter is organized around a particular biological example, which is then used to develop an algorithm, a multiagent system, or a group of robots.Summary: The book will be an invaluable resource for a broad range of disciplines."--Jacket.
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Electronic-Books Electronic-Books OPJGU Sonepat- Campus E-Books EBSCO Available

Includes bibliographical references (pages 275-296) and index.

Ch. 1. Introduction -- Ch. 2. Ant Foraging Behavior, Combinatorial Optimization, and Routing in Communications Network -- Ch. 3. Division of Labor and Task Allocation -- Ch. 4. Cemetery Organization, Brood Sorting, Data Analysis, and Graph Partitioning -- Ch. 5. Self-Organization and Templates: Application to Data Analysis and Graph Partitioning -- Ch. 6. Nest Building and Self-Assembling -- Ch. 7. Cooperative Transport by Insects and Robots -- Ch. 8. Epilogue.

"This book provides a detailed look at models of social insect behavior and how to apply these models in the design of complex systems. The book shows how these models replace an emphasis on control, preprogramming, and centralization with designs featuring autonomy, emergence, and distributed functioning. These designs are proving immensely flexible and robust, able to adapt quickly to changing environments and to continue functioning even when individual elements fail.

In particular, these designs are an exciting approach to the tremendous growth of complexity in software and information. Swarm Intelligence draws on up-to-date research from biology, neuroscience, artificial intelligence, robotics, operations research, and computer graphics, and each chapter is organized around a particular biological example, which is then used to develop an algorithm, a multiagent system, or a group of robots.

The book will be an invaluable resource for a broad range of disciplines."--Jacket.

Print version record.

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