Advances in Applied Self-Organizing Systems

Advances in Applied Self-Organizing Systems
Mikhail Prokopenko, Mikhail Pr ...
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February 26, 2022 | History

Advances in Applied Self-Organizing Systems

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.

Publish Date
Publisher
Springer
Language
/languages/eng

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Edition Availability
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
Jun 06, 2015, Springer
paperback
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
2013, Springer London, Limited
in /languages/eng
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
2013, Springer London, Imprint: Springer
electronic resource / in /languages/eng - 2nd ed. 2013.
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
May 08, 2013, Springer
paperback
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
2007, Springer
in /languages/eng

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Book Details


Classifications

Library of Congress
Q334-342

The Physical Object

Pagination
xii, 376

Edition Identifiers

Open Library
OL37111729M
ISBN 13
9781846289828

Work Identifiers

Work ID
OL19824148W

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February 26, 2022 Created by ImportBot import new book