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Dynamical Processes on Complex Networks
출판사 : Cambridge University Press
저 자 : Barrat
ISBN : 9781107626256
발행일 : 2012-10
도서종류 : 외국도서
발행언어 : 영어
페이지수 : 361
판매가격 : 69,000원
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   Dynamical Processes on Complex Networks 목차
1 Preliminaries : networks and graphs 1

2 Networks and complexity 24

3 Network models 50

4 Introduction to dynamical processes : theory and simulation 77

5 Phase transitions on complex networks 92

6 Resilience and robustness of networks 116

7 Synchronization phenomena in networks 136

8 Walking and searching on networks 160

9 Epidemic spreading in population networks 180

10 Social networks and collective behavior 216

11 Traffic on complex networks 242

12 Networks in biology : from the cell to ecosystems 267

13 Postface : critically examining complex network science 294

App. 1 Random graphs 298

App. 2 Generating functions formalism 303

App. 3 Percolation in directed networks 306

App. 4 Laplacian matrix of a graph 310

App. 5 Return probability and spectral density 311

References 313

Index 344
   도서 상세설명   

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.

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