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Organic Computing - A Paradigm Shift for Complex Systems

160,49 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 16A13040006
Themengebiete: EDV / Theorie / Programmieren / Allgemeines
Veröffentlichungsdatum: 06.05.2011
EAN: 9783034801294
Auflage: 2011
Sprache: Englisch
Seitenzahl: 660
Produktart: Kartoniert / Broschiert
Herausgeber: Müller-Schloer, Christian Schmeck, Hartmut Ungerer, Theo
Verlag: Springer Basel
Produktinformationen "Organic Computing - A Paradigm Shift for Complex Systems"
Organic Computing has emerged as a challenging vision for future information processing systems. Its basis is the insight that we will increasingly be surrounded by and depend on large collections of autonomous systems, which are equipped with sensors and actuators, aware of their environment, communicating freely, and organising themselves in order to perform actions and services required by the users.   These networks of intelligent systems surrounding us open fascinating ap-plication areas and at the same time bear the problem of their controllability. Hence, we have to construct such systems as robust, safe, flexible, and trustworthy as possible. In particular, a strong orientation towards human needs as opposed to a pure implementation of the tech-nologically possible seems absolutely central. The technical systems, which can achieve these goals will have to exhibit life-like or "organic" properties. "Organic Computing Systems" adapt dynamically to their current environmental conditions. In order to cope with unexpected or undesired events they are self-organising, self-configuring, self-optimising, self-healing, self-protecting, self-explaining, and context-aware, while offering complementary interfaces for higher-level directives with respect to the desired behaviour. First steps towards adaptive and self-organising computer systems are being undertaken. Adaptivity, reconfigurability, emergence of new properties, and self-organisation are hot top-ics in a variety of research groups worldwide.   This book summarises the results of a 6-year priority research program (SPP) of the German Research Foundation (DFG) addressing these fundamental challenges in the design of Organic Computing systems. It presents and discusses the theoretical foundations of Organic Computing, basic methods and tools, learningtechniques used in this context, architectural patterns and many applications. The final outlook shows that in the mean-time Organic Computing ideas have spawned a variety of promising new projects.

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