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Self-organising Software: From Natural to Artificial Adaptation

โœ Scribed by Giovanna Di Marzo Serugendo, Marie-Pierre Gleizes (auth.), Giovanna Di Marzo Serugendo, Marie-Pierre Gleizes, Anthony Karageorgos (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2011
Tongue
English
Leaves
465
Series
Natural Computing Series
Edition
1
Category
Library

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โœฆ Synopsis


Self-organisation, self-regulation, self-repair and self-maintenance are promising conceptual approaches for dealing with complex distributed interactive software and information-handling systems. Self-organising applications dynamically change their functionality and structure without direct user intervention, responding to changes in requirements and the environment. This is the first book to offer an integrated view of self-organisation technologies applied to distributed systems, particularly focusing on multiagent systems.

The editors developed this integrated book with three aims: to explain self-organisation concepts and principles, using clear definitions and a strong theoretical background; to examine how self-organising behaviour can be modelled, analysed and systematically engineered into agent behaviour; and to assess the types of problems that can be solved using self-organising multiagent systems. The book comprises chapters covering all three dimensions, synthesising up-to-date research work and the latest technologies and applications. The book offers dedicated chapters on concepts such as self-organisation, emergence in natural systems, software agents, stigmergy, gossip, cooperation and immune systems. The book then explains how to engineer artificial self-organising software, in particular it examines methodologies and middleware infrastructures. Finally, the book presents diverse applications of self-organising software, such as constraint satisfaction, trust management, image recognition and networking.

The book will be of interest to researchers working on emergent phenomena and adaptive systems. It will also be suitable for use as a graduate textbook, with chapter summaries and exercises, and an accompanying website that includes teaching slides, exercise solutions and research project outlines.

โœฆ Table of Contents


Front Matter....Pages I-XVIII
Introduction....Pages 1-4
Front Matter....Pages 5-5
Self-organising Systems....Pages 7-32
History and Definitions....Pages 33-74
Self-organisation in Natural Systems Inspiring Self-organising Software....Pages 75-103
Agents and Multi-Agent Systems....Pages 105-119
Front Matter....Pages 121-121
Stigmergy....Pages 123-138
Gossip....Pages 139-162
Trust and Reputation for Successful Software Self-organisation....Pages 163-192
Cooperation....Pages 193-226
Immune Systems....Pages 227-249
Holonic Multi-Agent Systems....Pages 251-279
Front Matter....Pages 281-281
Engineering Self-organising Systems....Pages 283-312
Middleware Infrastructures for Self-organising Pervasive Computing Systems....Pages 313-344
Front Matter....Pages 345-345
Self-organisation in Constraint Problem Solving....Pages 347-377
Adaptive Trust Management....Pages 379-403
Security in Artificial Systems....Pages 405-423
Region Detection in Images....Pages 425-445
Conclusions....Pages 447-449
Back Matter....Pages 451-462

โœฆ Subjects


Computing Methodologies; Computational Intelligence


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