Optimal resource allocation for efficient transport on complex networks

被引:20
作者
Gong, Xiaofeng [1 ,2 ]
Kun, Li [1 ,2 ]
Lai, C. -H. [2 ,3 ]
机构
[1] Natl Univ Singapore, Temasek Labs, Singapore 117508, Singapore
[2] Natl Univ Singapore, Beijing Hong Kong Singapore Joint Ctr Nonlinear &, Singapore 117508, Singapore
[3] Natl Univ Singapore, Dept Phys, Singapore 117542, Singapore
关键词
D O I
10.1209/0295-5075/83/28001
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The problem of efficient transport on a complex network is studied in this paper. We find that there exists an optimal way to allocate resources for information processing on each node to achieve the best transport capacity of the network, or the largest input information rate which does not cause jamming in network traffic, provided that the network structure and routing strategy are given. More interestingly, this achievable network capacity limit is closely related to the topological structure of the network, and is actually inversely proportional to the average distance of the network, measured according to the same routing rule. Copyright (C) EPLA, 2008.
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页数:6
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