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Organic computing - technical system...

Muller-Schloer, Christian.

Organic computing - technical systems for survival in the real world

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Organic computing - technical systems for survival in the real worldby Christian Muller-Schloer, Sven Tomforde.
作者:	Muller-Schloer, Christian.
其他作者:	Tomforde, Sven.
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	xxvi, 578 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	System theory.
電子資源:	http://dx.doi.org/10.1007/978-3-319-68477-2
ISBN:	9783319684772$q(electronic bk.)

Organic computing - technical systems for survival in the real world
Muller-Schloer, Christian.

Organic computing - technical systems for survival in the real world[electronic resource] /by Christian Muller-Schloer, Sven Tomforde. - Cham :Springer International Publishing :2017. - xxvi, 578 p. :ill., digital ;24 cm. - Autonomic systems,2504-3862. - Autonomic systems..

1 Self-organised order: Examples -- 2 Problem statement -- 3 Systems -- 4 Quantitative OC -- 5 Building OC Systems -- 6 Design Time to Runtime -- 7 Basic Methods -- 8 Applications -- 9 Related Approaches. - 10 Outline -- 11 Glossary.

This book is a comprehensive introduction into Organic Computing (OC), a technology for self-organising, self-adaptive, autonomous systems. OC has been conceived about 15 years ago. In the mean time many aspects of OC have been investigated in much detail. A DFG Priority Program and a DFG Research Unit have developed basic OC concepts and have shown their utility in practical applications. This book systematically presents 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.

ISBN: 9783319684772$q(electronic bk.)

Standard No.: 10.1007/978-3-319-68477-2doiSubjects--Topical Terms:

183989
System theory.

LC Class. No.: Q295

Dewey Class. No.: 003

Organic computing - technical systems for survival in the real world
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