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Swarm intelligence : from natural to artificial systems / Eric Bonabeau, Marco Dorigo, Guy Theraulaz.
- Format:
- Book
- Author/Creator:
- Bonabeau, Eric, author.
- Dorigo, Marco, author.
- Theraulaz, Guy, author.
- Series:
- Santa Fe Institute studies in the sciences of complexity.
- Oxford scholarship online.
- Santa Fe Institute studies in the sciences of complexity
- Oxford scholarship online
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Swarm intelligence.
- Insect societies.
- Insects--Psychology.
- Insects.
- Biological models.
- Physical Description:
- 1 online resource (320 p.)
- Place of Publication:
- New York : Oxford University Press, 2020.
- Language Note:
- English
- Summary:
- 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. This book provides a detailed look at models of social insect behaviour 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.
- Contents:
- Contents; Preface; CHAPTER 1 Introduction; CHAPTER 2 Ant Foraging Behavior, Combinatorial Optimization, and Routing in Communications Network; CHAPTER 3 Division of Labor and Task Allocation; CHAPTER 4 Cemetery Organization, Brood Sorting, Data Analysis, and Graph Partitioning; CHAPTER 5 Self-Organization and Templates: Application to Data Analysis and Graph Partitioning; CHAPTER 6 Nest Building and Self-Assembling; CHAPTER 7 Cooperative Transport by Insects and Robots; CHAPTER 8 Epilogue; Bibliography; Index
- Notes:
- Previously issued in print: 1999.
- Includes bibliographical references and index.
- Description based on print version record.
- ISBN:
- 9786610472772
- 9780197561485
- 0197561489
- 9781280472770
- 1280472774
- 9781423738800
- 1423738802
- 9780198030157
- 0198030150
- 9781602563940
- 1602563942
- OCLC:
- 475957746
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