Description
Measures of Complexity, Softcover reprint of the original 1st ed. 1988
Proceedings of the Conference, Held in Rome September 30-October 2, 1987
Lecture Notes in Physics Series, Vol. 314
Coordinators: Peliti Luca, Vulpiani Angelo
Language: EnglishSubjects for Measures of Complexity:
Keywords
complex system; complexity; diffusion; dynamical system; dynamical systems
Publication date: 11-2013
151 p. · 15.5x23.5 cm · Paperback
151 p. · 15.5x23.5 cm · Paperback
Description
/li>Contents
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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.
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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