Advanced Information and Knowledge Processing

Advances in Applied Self-Organizing Systems

Editors: Prokopenko, Mikhail (Ed.)

  • Revised second edition includes concise summaries of the research carried out in the last five years on self-organizing systems as well as extending some topics
  • Considers several novel applications, extending the range of applicability of self-organizing systems
  • Practical case studies examine successful applications of self-organization, identify essential causes for their successes, and propose guiding principles for future developments
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eBook $109.00
price for USA (gross)
  • ISBN 978-1-4471-5113-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.00
price for USA
  • ISBN 978-1-4471-5112-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA
  • ISBN 978-1-4471-5899-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

How do we design a self-organizing system? Is it possible to validate and control non-deterministic dynamics? What is the right balance between the emergent patterns that bring robustness, adaptability and scalability, and the traditional need for verification and validation of the outcomes?

The last several decades have seen much progress from original ideas of “emergent functionality” and “design for emergence”, to sophisticated mathematical formalisms of “guided self-organization”. And yet the main challenge remains, attracting the best scientific and engineering expertise to this elusive problem.

This book presents state-of-the-practice of successfully engineered self-organizing systems, and examines ways to balance design and self-organization in the context of applications.

As demonstrated in this second edition of Advances in Applied Self-Organizing Systems, finding this balance helps to deal with practical challenges as diverse as navigation of microscopic robots within blood vessels, self-monitoring aerospace vehicles, collective and modular robotics adapted for autonomous reconnaissance and surveillance, self-managing grids and multiprocessor scheduling, data visualization and self-modifying digital and analog circuitry, intrusion detection in computer networks, reconstruction of hydro-physical fields, traffic management, immunocomputing and nature-inspired computation.

Many algorithms proposed and discussed in this volume are biologically inspired, and the reader will also gain an insight into cellular automata, genetic algorithms, artificial immune systems, snake-like locomotion, ant foraging, birds flocking, neuromorphic circuits, amongst others. Demonstrating the practical relevance and applicability of self-organization, Advances in Applied Self-Organizing Systems will be an invaluable tool for advanced students and researchers in a wide range of fields.

Table of contents (15 chapters)

  • Design Versus Self-Organization

    Prokopenko, Mikhail

    Pages 3-21

  • Foundations and Formalizations of Self-Organization

    Polani, Daniel

    Pages 23-42

  • Self-Organizing Traffic Lights: A Realistic Simulation

    Cools, Seung-Bae (et al.)

    Pages 45-55

  • Self-Organizing Sensing of Structures: Monitoring a Space Vehicle Thermal Protection System

    Hoschke, Nigel (et al.)

    Pages 57-90

  • Decentralised Decision Making for Ad-hoc Multi-Agent Systems

    Mathews, George (et al.)

    Pages 91-133

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-1-4471-5113-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.00
price for USA
  • ISBN 978-1-4471-5112-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA
  • ISBN 978-1-4471-5899-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Applied Self-Organizing Systems
Editors
  • Mikhail Prokopenko
Series Title
Advanced Information and Knowledge Processing
Copyright
2013
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-4471-5113-5
DOI
10.1007/978-1-4471-5113-5
Hardcover ISBN
978-1-4471-5112-8
Softcover ISBN
978-1-4471-5899-8
Series ISSN
1610-3947
Edition Number
2
Number of Pages
X, 426
Topics