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Self-Organization and Autonomic Informatics (I): Volume 135 Frontiers in Artificial Intelligence and Applications

Обложка книги Self-Organization and Autonomic Informatics (I): Volume 135 Frontiers in Artificial Intelligence and Applications

Self-Organization and Autonomic Informatics (I): Volume 135 Frontiers in Artificial Intelligence and Applications

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Self-organization and adaptation are concepts stemming from the nature and have been adopted in systems theory. They are considered to be the essential ingredients of any living organism and, as such, are studied intensively in biology, sociology, and organizational theory. They have also penetrated into control theory, cybernetics and the study of adaptive complex systems. Computing and communication systems are basically artificial systems. This prevents conventional self-organization and adaptation principles and approaches from being directly applicable to computing and communication systems. The methodology of multi-agent systems and the technology of Grid computing have shed lights for the exploration into the self-organization and adaptation of large-scale complex IT systems. This book provides in-depth thoughts about the above discussed challenges as well as a range of state-of-the-art methodologies and technologies for the entirely new area. We refer to this newly emerging area as Self-Organization and Autonomic Informatics, which has represented the future generation of IT systems, comprised of communication infrastructures and computing applications, which are inherently large-scale, complex, and open.

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