Efficient behavior of small-world networks

被引:3807
作者
Latora, V
Marchiori, M
机构
[1] Univ Paris 11, Lab Phys Theor & Modeles Stat, F-91405 Orsay, France
[2] Univ Catania, Dept Phys & Astron, I-95129 Catania, Italy
[3] Ist Nazl Fis Nucl, I-95129 Catania, Italy
[4] MIT, Comp Sci Lab, Cambridge, MA 02139 USA
[5] Univ Venice, Dept Comp Sci, I-30172 Venice, Italy
关键词
D O I
10.1103/PhysRevLett.87.198701
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We introduce the concept of efficiency of a network as a measure of how efficiently it exchanges information. By using this simple measure, small-world networks are seen as systems that are both globally and locally efficient. This gives a clear physical meaning to the concept of "small world," and also a precise quantitative analysis of both weighted and unweighted networks. We study neural networks and man-made communication and transportation systems and we show that the underlying general principle of their construction is in fact a small-world principle of high efficiency.
引用
收藏
页码:198701 / 1
页数:4
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