Advances in Applied Self-Organizing Systems

2nd ed. 2013.
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October 6, 2021 | History

Advances in Applied Self-Organizing Systems

2nd ed. 2013.

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
Language
English
Pages
426

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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
May 08, 2013, Springer
paperback
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
2013, Springer London, Imprint: Springer
electronic resource / in English - 2nd ed. 2013.
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
2013, Springer London, Limited
in English
Cover of: Advances in Applied Self-Organizing Systems
Advances in Applied Self-Organizing Systems
2007, Springer
in English

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Book Details


Table of Contents

Preface
Part I – Introduction
Design versus Self-Organization
Foundations and Formalizations of Self-Organization
Part II – Distributed Management and Control
Self-Organizing Traffic Lights: A Realistic Simulation
Self-Organizing Sensing of Structures: Monitoring a Space Vehicle Thermal Protection System
Decentralized Decision Making for Ad-hoc Multi-Agent Systems
Learning Mutation Strategies for Evaluation and Adaptation of a Simulated Snakebot
Self-Organization as Phase Transition in Decentralized Groups of Robots: A Study Based on Boltzmann Entropy
Distributed Control of Microscopic Robots in Biomedical Applications
Part III – Self-Organizing Computation
Self-Organizing Computing Systems: Songline Processors
Self-Organizing Nomadic Services in Grids
Immune System Support for Scheduling
Formal Immune Networks: Self-Organization and Real-World Applications
A Model for Self-Organizing Data Visualization using Decentralized Multi-Agent Systems
Memristive Excitable Automata: Structural Dynamics, Phenomenology, Localizations and Conductive Pathways
Part IV – Discussion
A Turing Test for Emergence
Index.

Edition Notes

Published in
London
Series
Advanced Information and Knowledge Processing

Classifications

Dewey Decimal Class
006.3
Library of Congress
Q334-342, TJ210.2-211.495

The Physical Object

Format
[electronic resource] /
Pagination
X, 426 p. 147 illus.
Number of pages
426

Edition Identifiers

Open Library
OL27014763M
ISBN 13
9781447151135

Work Identifiers

Work ID
OL19824148W

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October 6, 2021 Edited by ImportBot import existing book
June 28, 2019 Created by MARC Bot import new book