The diameter of a scale-free random graph

被引:290
作者
Bollobás, B
Riordan, O
机构
[1] Univ Memphis, Dept Math Sci, Memphis, TN 38152 USA
[2] Univ Cambridge Trinity Coll, Cambridge CB2 1TQ, England
基金
美国国家科学基金会;
关键词
D O I
10.1007/s00493-004-0002-2
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We consider a random graph process in which vertices are added to the graph one at a time and joined to a fixed number m of earlier vertices, where each earlier vertex is chosen with probability proportional to its degree. This process was introduced by Barabaasi and Albert [3], as a simple model of the growth of real-world graphs such as the world-wide web. Computer experiments presented by Barabaasi, Albert and Jeong [1,5] and heuristic arguments given by Newman, Strogatz and Watts [23] suggest that after n steps the resulting graph should have diameter approximately logn. We show that while this holds for m=1, for mgreater than or equal to2 the diameter is asymptotically log n/log log n.
引用
收藏
页码:5 / 34
页数:30
相关论文
共 27 条
[1]   Internet -: Diameter of the World-Wide Web [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 1999, 401 (6749) :130-131
[2]   Error and attack tolerance of complex networks [J].
Albert, R ;
Jeong, H ;
Barabási, AL .
NATURE, 2000, 406 (6794) :378-382
[3]  
[Anonymous], 1987, N HOLLAND MATH STUDI
[4]   Scale-free characteristics of random networks:: the topology of the World-Wide Web [J].
Barabási, AL ;
Albert, R ;
Jeong, H .
PHYSICA A, 2000, 281 (1-4) :69-77
[5]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[6]   Linearized chord diagrams and an upper bound for Vassiliev invariants [J].
Bollobás, B ;
Riordan, O .
JOURNAL OF KNOT THEORY AND ITS RAMIFICATIONS, 2000, 9 (07) :847-853
[7]   DIAMETERS OF RANDOM BIPARTITE GRAPHS [J].
BOLLOBAS, B ;
KLEE, V .
COMBINATORICA, 1984, 4 (01) :7-19
[8]   THE DIAMETER OF RANDOM GRAPHS [J].
BOLLOBAS, B .
TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 1981, 267 (01) :41-52
[9]   The degree sequence of a scale-free random graph process [J].
Bollobás, B ;
Riordan, O ;
Spencer, J ;
Tusnády, G .
RANDOM STRUCTURES & ALGORITHMS, 2001, 18 (03) :279-290
[10]   THE DIAMETER OF RANDOM REGULAR GRAPHS [J].
BOLLOBAS, B ;
DELAVEGA, WF .
COMBINATORICA, 1982, 2 (02) :125-134