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Organic Computing – Technical Systems for Survival in the Real World

Ebook Details

Authors

Christian Müller-Schloer, Sven Tomforde

Year 2017
Pages 578
Publisher Birkhäuser
Language en
ISBN 9783319684765
File Size 23.88 MB
File Format PDF , EPUB
Download Counter 647
Amazon Link

Ebook Description

This book is a comprehensive introduction into Organic Computing (OC), presenting systematically the current state-of-the-art in OC. It starts with motivating examples of self-organising, self-adaptive and emergent systems, derives their common characteristics and explains the fundamental ideas for a formal characterisation of such systems. Special emphasis is given to a quantitative treatment of concepts like self-organisation, emergence, autonomy, robustness, and adaptivity. The book shows practical examples of architectures for OC systems and their applications in traffic control, grid computing, sensor networks, robotics, and smart camera systems. The extension of single OC systems into collective systems consisting of social agents based on concepts like trust and reputation is explained. OC makes heavy use of learning and optimisation technologies; a compact overview of these technologies and related approaches to self-organising systems is provided.