Navigability of complex networks

被引:278
作者
Boguna, Marian [1 ]
Krioukov, Dmitri [2 ]
Claffy, K. C. [2 ]
机构
[1] Univ Barcelona, Dept Fis Fonamental, E-08028 Barcelona, Spain
[2] Univ Calif San Diego, CAIDA, La Jolla, CA 92093 USA
关键词
SMALL-WORLD;
D O I
10.1038/NPHYS1130
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Routing information through networks is a universal phenomenon in both natural and man-made complex systems. When each node has full knowledge of the global network connectivity, finding short communication paths is merely a matter of distributed computation. However, in many real networks, nodes communicate efficiently even without such global intelligence. Here, we show that the peculiar structural characteristics of many complex networks support efficient communication without global knowledge. We also describe a general mechanism that explains this connection between network structure and function. This mechanism relies on the presence of a metric space hidden behind an observable network. Our findings suggest that real networks in nature have underlying metric spaces that remain undiscovered. Their discovery should have practical applications in a wide range of areas where networks are used to model complex systems.
引用
收藏
页码:74 / 80
页数:7
相关论文
共 42 条
[11]   Hierarchical structure and the prediction of missing links in networks [J].
Clauset, Aaron ;
Moore, Cristopher ;
Newman, M. E. J. .
NATURE, 2008, 453 (7191) :98-101
[12]  
CRANDALL D, 2008, P ACM INT C KNOWL DI
[13]   Evolution of networks [J].
Dorogovtsev, SN ;
Mendes, JFF .
ADVANCES IN PHYSICS, 2002, 51 (04) :1079-1187
[14]  
Fraigniaud P, 2005, LECT NOTES COMPUT SC, V3669, P791
[15]   Eclecticism shrinks even small worlds [J].
Fraigniaud, P ;
Gavoille, C ;
Paul, C .
DISTRIBUTED COMPUTING, 2006, 18 (04) :279-291
[16]  
Fraigniaud P, 2008, SPAA'08: PROCEEDINGS OF THE TWENTIETH ANNUAL SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES, P62
[17]  
Fraigniaud P, 2007, SPAA'07: PROCEEDINGS OF THE NINETEENTH ANNUAL SYMPOSIUM ON PARALLELISM IN ALGORITHMS AND ARCHITECTURES, P1
[18]   A protein interaction map of Drosophila melanogaster [J].
Giot, L ;
Bader, JS ;
Brouwer, C ;
Chaudhuri, A ;
Kuang, B ;
Li, Y ;
Hao, YL ;
Ooi, CE ;
Godwin, B ;
Vitols, E ;
Vijayadamodar, G ;
Pochart, P ;
Machineni, H ;
Welsh, M ;
Kong, Y ;
Zerhusen, B ;
Malcolm, R ;
Varrone, Z ;
Collis, A ;
Minto, M ;
Burgess, S ;
McDaniel, L ;
Stimpson, E ;
Spriggs, F ;
Williams, J ;
Neurath, K ;
Ioime, N ;
Agee, M ;
Voss, E ;
Furtak, K ;
Renzulli, R ;
Aanensen, N ;
Carrolla, S ;
Bickelhaupt, E ;
Lazovatsky, Y ;
DaSilva, A ;
Zhong, J ;
Stanyon, CA ;
Finley, RL ;
White, KP ;
Braverman, M ;
Jarvie, T ;
Gold, S ;
Leach, M ;
Knight, J ;
Shimkets, RA ;
McKenna, MP ;
Chant, J ;
Rothberg, JM .
SCIENCE, 2003, 302 (5651) :1727-1736
[19]   Community structure in social and biological networks [J].
Girvan, M ;
Newman, MEJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (12) :7821-7826
[20]   The large-scale organization of metabolic networks [J].
Jeong, H ;
Tombor, B ;
Albert, R ;
Oltvai, ZN ;
Barabási, AL .
NATURE, 2000, 407 (6804) :651-654