Reconstructing weighted networks from dynamics

被引：47

作者：

Ching, Emily S. C. ^{[1
]}

Lai, Pik-Yin ^{[2
,3
,4
]}

Leung, C. Y. ^{[1
]}

机构：

[1] Chinese Univ Hong Kong, Dept Phys, Shatin, Hong Kong, Peoples R China

[2] Natl Cent Univ, Dept Phys, Chungli 320, Taiwan

[3] Natl Cent Univ, Ctr Complex Syst, Chungli 320, Taiwan

[4] Natl Ctr Theoret Sci, Div Phys, Hsinchu 300, Taiwan

来源：

PHYSICAL REVIEW E | 2015年 / 91卷 / 03期

关键词：

TOPOLOGY; STATES;

D O I：

10.1103/PhysRevE.91.030801

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 present a method that reconstructs both the links and their relative coupling strength of bidirectional weighted networks. Our method requires only measurements of node dynamics as input. Using several examples, we demonstrate that our method can give accurate results for weighted random and weighted scale-free networks with both linear and nonlinear dynamics.

引用

页数：5

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