Organic Computing — A Paradigm Shift for Complex Systems Organic Computing — A Paradigm Shift for Complex Systems
Autonomic Systems

Organic Computing — A Paradigm Shift for Complex Systems

    • ‏179٫99 US$
    • ‏179٫99 US$

وصف الناشر

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 application 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 technologically 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 topics 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, learning techniques 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.

النوع
كمبيوتر وإنترنت
تاريخ النشر
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٢٩ أبريل
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer Basel
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
Biologically-Inspired Collaborative Computing Biologically-Inspired Collaborative Computing
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Cyber Physical Systems. Model-Based Design Cyber Physical Systems. Model-Based Design
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Software Engineering and Formal Methods Software Engineering and Formal Methods
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Foundations of Computer Software Foundations of Computer Software
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How Interval and Fuzzy Techniques Can Improve Teaching How Interval and Fuzzy Techniques Can Improve Teaching
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Soft Computing Models in Industrial and Environmental Applications, 5th International Workshop (SOCO 2010) Soft Computing Models in Industrial and Environmental Applications, 5th International Workshop (SOCO 2010)
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Organic Computing – Technical Systems for Survival in the Real World Organic Computing – Technical Systems for Survival in the Real World
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Trustworthy Open Self-Organising Systems Trustworthy Open Self-Organising Systems
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Architecture of Computing Systems - ARCS 2009 Architecture of Computing Systems - ARCS 2009
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Architecture of Computing Systems - ARCS 2010 Architecture of Computing Systems - ARCS 2010
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Organic Computing – Technical Systems for Survival in the Real World Organic Computing – Technical Systems for Survival in the Real World
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Trustworthy Open Self-Organising Systems Trustworthy Open Self-Organising Systems
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Autonomic Road Transport Support Systems Autonomic Road Transport Support Systems
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Economic Models and Algorithms for Distributed Systems Economic Models and Algorithms for Distributed Systems
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Run-time Models for Self-managing Systems and Applications Run-time Models for Self-managing Systems and Applications
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Reliable and Autonomous Computational Science Reliable and Autonomous Computational Science
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