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020 _a9783540459682
_9978-3-540-45968-2
024 7 _a10.1007/3-540-50316-1
_2doi
050 4 _aQC19.2-20.85
072 7 _aPHU
_2bicssc
072 7 _aSCI040000
_2bisacsh
072 7 _aPHU
_2thema
082 0 4 _a530.1
_223
245 1 0 _aMeasures of Complexity
_h[electronic resource] :
_bProceedings of the Conference, Held in Rome September 30 – October 2, 1987 /
_cedited by L. Peliti, A. Vulpiani.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c1988.
300 _aVII, 151 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Physics,
_x0075-8450 ;
_v314
505 0 _aComplexity 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.
520 _aComplexity 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.
650 1 4 _aTheoretical, Mathematical and Computational Physics.
_0http://scigraph.springernature.com/things/product-market-codes/P19005
650 2 4 _aBiological and Medical Physics, Biophysics.
_0http://scigraph.springernature.com/things/product-market-codes/P27008
700 1 _aPeliti, L.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVulpiani, A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662136836
776 0 8 _iPrinted edition:
_z9783662136829
776 0 8 _iPrinted edition:
_z9783540503163
830 0 _aLecture Notes in Physics,
_x0075-8450 ;
_v314
856 4 0 _uhttps://doi.org/10.1007/3-540-50316-1
912 _aZDB-2-PHA
912 _aZDB-2-LNP
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