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The Structure and dynamics of complex networks

Author: Newman, Mark ; Barabasi, Albert-Laszlo ; Watts, Duncan J. Series: Princeton studies in complexity Publisher: Princeton University Press, 2006.Language: EnglishDescription: 582 p. : Graphs ; 30 cm.ISBN: 0691113572Type of document: BookBibliography/Index: Includes bibliographical references and index
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Item type Current location Collection Call number Status Date due Barcode Item holds
Book Europe Campus
Main Collection
Print Q175 .N49 2006
(Browse shelf)
Available 001174022
Total holds: 0

Includes bibliographical references and index


The Structure and Dynamics of Networks Contents Preface Chapter 1. Introduction 1.1 A brief history of the study of networks 1.2 The "new" science of networks 1.3 Overview of the volume Chapter 2. Historical developments Chain-links, F. Karinthy Connectivity of random nets, R. Solomonoff and A. Rapoport On the evolution of random graphs, P. Erdös and A. Rényi Contacts and influence, I. de S. Pool and M. Kochen An experimental study of the small world problem, J. Travers and S. Milgram Networks of scientific papers, D. J. de S. Price Famous trails to Paul Erdös, R. de Castro and J. W. Grossman ix 1 4 8 9 21 27 38 83 130 149 155 167 182 183 195 207 211 215 217 221 227 229 229 240 259 Chapter 3. Empirical Studies Diameter of the world-wide web, R. Albert, H. Jeong, and A.-L. Barabási Graph structure in the web, A. Broder On power-law relationships of the internet topology, M. Faloutsos, P. Faloutsos, and C. Faloutsos Classes of small-world networks, L.A.N. Amaral, A. Scala, M. Barthélemy, and H. E. Stanley The large-scale organization of metabolic networks, H. Jeong et al. The small world of metabolism, A. Wagner and D. Fell Network motifs: Simple building blocks of complex networks, R. Milo et al. The structure of scientific collaboration networks, M. E. J. Newman The web of human sexual contacts, F. Liljeros et al. Chapter 4. Models of networks 4.1 Random graph models A critical point for random graphs with a given degree sequence, M. Molloy and B. Reed A random graph model for massive graphs, W. Aiello, F. Chung, and L. Lu Random graphs with arbitrary degree distributions and their applications, M.E.J. Newman, S. H. Strogatz, and D. J. Watts 269 286 301 304 308 310 321 335 349 353 357 361 368 372 384 A 396 408 415 415 424 428 436 480 489 493 4.2 The small-world model Collective dynamics of 'small-world' networks, D. J. Watts and S. H. Strogatz Small-world networks: Evidence for a crossover picture, M. Barthelemy and L.A.N. Amaral Comment on Small-world networks: Evidence for crossover picture,' A. Barrat, 1999 Scaling and percolation in the small-world network model, M.E.J. Newman and D. J. Watts On the properties of small-world networks, A. Barrat and M. Weigt, 2000 4.3 Models of scale-free networks Emergence of scaling in random networks, A.-L. Barabási and R. Albert Structure of growing networks with preferential linking, S. N. Dorogovtsev, J. F F. Mendes, and A. N. Samukhin Connectivity of growing random networks, P. L. Krapivsky, S. Redner, and F Leyvraz Competition and multiscaling in evolving networks, G. Bianconi and A.-L. Barabási Universal behavior of load distribution in scale-free networks, K.-I. Goh, B. Kahng, and D. Kim Spectra of "real-world" graphs: Beyond the semicircle law, I. J. Farkas, I. Derenyi, A.-L. Barabási, and T. Vicsek The degree sequence of a scale-free random graph process, B. Bollobás, 0. Riordan, J. Spencer, and G. Tusnady model of large-scale proteome evolution, R. V. Sole, R. Pastor-Satorras, E. Smith, and T. B. Kepler Modeling of protein interaction networks, A. Vazquez, A. Flammini, A. Maritan, and A. Vespignani Chapter 5. Applications 5.1 Epidemics and rumors 5.2 Robustness of networks 5.3 Searching networks Epidemics with two levels of mixing, F. Ball, D. Mollison, and G. ScaliaTomba The effects of local spatial structure on epidemiological invasions, M. J. Keeling Small world effect in an epidemiological model, M. Kuperman and G. Abramson Epidemic spreading in scale-free networks, R. Pastor-Satorras and A. Vespignani A simple model of global cascades on random networks, D. J. Watts Error and attack tolerance of complex networks, R. Albert, H. Jeong, and A.-L. Barabási Resilience of the Internet to random breakdowns, R. Cohen, K. Erez, D. ben-Avraham, and S. Havlin Network robustness and fragility: Percolation on random graphs, D. S. Callaway, M. E. J. Newman, S. H. Strogatz, and D. J. Watts Authoritative sources in a hyperlinked environment, J. M. Kleinberg Search in power-law networks, L. A. Adamic, R. M. Lukose, A. R. Puniyani, and B. A. Huberman Navigation in a small world, J. M. Kleinberg 497 503 507 510 514 543 551 Chapter 6. Outlook References Index 553 559 575

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