Measures of Complexity (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
151
Utgivningsdatum
2013-11-20
Upplaga
Softcover reprint of the original 1st ed. 1988
Förlag
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Medarbetare
Peliti, Luca (ed.), Vulpiani, Angelo (ed.)
Illustrationer
VII, 151 p.
Dimensioner
234 x 156 x 9 mm
Vikt
232 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783662136836

Measures of Complexity

Proceedings of the Conference, Held in Rome September 30October 2, 1987

av Luca Peliti, Angelo Vulpiani
Häftad,  Engelska, 2013-11-20
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Complexity is a puzzling and important concept in contemporary research in many disciplines. This book addresses the problem of defining complexity by carefully analysing in what sense complexity means measure in such areas as the theory of dynamical systems, condensed matter physics, ecology, immunology and the theory of neural networks. The information content of complexity is studied and similarities and differences in the various concepts of complexity are highlighted, sometimes provocatively. The book could open the way to finding a paradigm of complexity, and should become a standard reference for a wide audience of researchers in the physical and biological sciences.
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Luca Peliti, Angelo Vulpiani

Innehållsförteckning

Complexity and forecasting in dynamical systems.- On Complexity.- Boolean networks which learn to compute.- A dynamical learning process for the recognition of correlated patterns in symmetric spin glass models.- Neural networks that learn temporal sequences.- Hierarchical diffusion.- Random walks, random surfaces, and complexity.- Complexity in large technological systems.- An introduction to the theory of computational complexity.- Measures of biologically meaningful complexity.- Complex systems, organization and networks of automata.- Complexity in ecological systems.

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