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" Dynamical processes on complex networks / "
Alain Barrat, Marc Barthélemy, Alessandro Vespignani.
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BL
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| Record Number
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948185
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b702555
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| Main Entry
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Barrat, Alain,1971-
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| Title & Author
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Dynamical processes on complex networks /\ Alain Barrat, Marc Barthélemy, Alessandro Vespignani.
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| Publication Statement
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Cambridge, UK :: Cambridge University Press,, 2008.
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| Page. NO
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1 online resource (xvii, 347 pages) :: illustrations, map
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| ISBN
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0511454554
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: 0511456263
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: 051145757X
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: 0511791380
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: 0521879507
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: 1107626250
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: 6611944893
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: 9780511454554
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: 9780511456268
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: 9780511457579
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: 9780511791383
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: 9780521879507
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: 9781107626256
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: 9786611944896
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0521879507
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Networks and graphs -- Networks and complexity -- Network models -- Introduction to dynamical processes : theory and simulation -- Phase transitions on complex networks -- Resilience and robustness of networks -- Synchronization phenomena in networks -- Walking and searching on networks -- Epidemic spreading in population networks -- Social networks and collective behavior -- Traffic on complex networks -- Networks in biology : from the cell to ecosystems -- Postface : critically examining complex networks science.
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| Abstract
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"The availability of large data sets has allowed researchers to uncover complex properties such as large-scale fluctuations and heterogeneities in many networks, leading to the breakdown of standard theoretical frameworks and models. Until recently these systems were considered as haphazard sets of points and connections. Recent advances have generated a vigorous research effort in understanding the effect of complex connectivity patterns on dynamical phenomena. This book presents a comprehensive account of these effects." "The book will interest graduate students and researchers in many disciplines, from physics and statistical mechanics, to mathematical biology and information science. Its modular approach allows readers to readily access the sections of most interest to them, and complicated maths is avoided so the text can be easily followed by non-experts in the subject."--Jacket.
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| Subject
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Graph theory.
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System analysis.
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Graph theory.
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Graphentheorie
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MATHEMATICS-- Graphic Methods.
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System analysis.
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Systemtheorie
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| Dewey Classification
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511/.5 22
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| LC Classification
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QA402.B374 2008eb
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| NLM classification
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SK 890rvk
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| Added Entry
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Barthelemy, Marc,1965-
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Vespignani, Alessandro,1965-
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