Socioeconomic networks with long-range interactions

被引:13
作者
Carvalho, Rui [1 ]
Iori, Giulia [2 ]
机构
[1] UCL, Ctr Adv Spatial Anal, London WC1E 6BT, England
[2] City Univ London, Sch Social Sci, Dept Econ, London EC1V 0HB, England
基金
英国工程与自然科学研究理事会;
关键词
D O I
10.1103/PhysRevE.78.016110
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We study a modified version of a model previously proposed by Jackson and Wolinsky to account for communication of information and allocation of goods in socioeconomic networks. In the model, the utility function of each node is given by a weighted sum of contributions from all accessible nodes. The weights, parametrized by the variable delta, decrease with distance. We introduce a growth mechanism where new nodes attach to the existing network preferentially by utility. By increasing delta, the network structure evolves from a power-law to an exponential degree distribution, passing through a regime characterized by shorter average path length, lower degree assortativity, and higher central point dominance. In the second part of the paper we compare different network structures in terms of the average utility received by each node. We show that power-law networks provide higher average utility than Poisson random networks. This provides a possible justification for the ubiquitousness of scale-free networks in the real world.
引用
收藏
页数:9
相关论文
共 36 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Boolean dynamics of networks with scale-free topology [J].
Aldana, M .
PHYSICA D-NONLINEAR PHENOMENA, 2003, 185 (01) :45-66
[3]   A noncooperative model of network formation [J].
Bala, V ;
Goyal, S .
ECONOMETRICA, 2000, 68 (05) :1181-1229
[4]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[5]   Betweenness centrality in large complex networks [J].
Barthélemy, M .
EUROPEAN PHYSICAL JOURNAL B, 2004, 38 (02) :163-168
[6]   Complex growing networks with intrinsic vertex fitness [J].
Bedogne, C. ;
Rodgers, G. J. .
PHYSICAL REVIEW E, 2006, 74 (04)
[7]   Agent preferences and the topology of networks [J].
Cajueiro, DO .
PHYSICAL REVIEW E, 2005, 72 (04)
[8]   Scale-free networks from varying vertex intrinsic fitness -: art. no. 258702 [J].
Caldarelli, G ;
Capocci, A ;
De Los Rios, P ;
Muñoz, MA .
PHYSICAL REVIEW LETTERS, 2002, 89 (25)
[9]   Network robustness and fragility: Percolation on random graphs [J].
Callaway, DS ;
Newman, MEJ ;
Strogatz, SH ;
Watts, DJ .
PHYSICAL REVIEW LETTERS, 2000, 85 (25) :5468-5471
[10]   Statistical mechanics of socio-economic systems with heterogeneous agents [J].
De Martino, Andrea ;
Marsili, Matteo .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2006, 39 (43) :R465-R540