Network reconstruction by linear dynamics
文献类型：期刊论文
| 作者 | Li, Suhong1,2; Li, Fan1,2; Liu, Weiqing1,3; Zhan, Meng1 |
| 刊名 | PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
 |
| 出版日期 | 2014-06-15 |
| 卷号 | 404页码:118-125 |
| 关键词 | Phase synchronization Coupled oscillators Network reconstruction Linear dynamics |
| 英文摘要 | Inferring connectivity of complex network from its node dynamics is of great significance in many cross-disciplinary fields. In this paper, we extend the previous network reconstruction method based on phase synchronization with nonlinearly coupled system to a linearly coupled one. We test these two methods and prove that both of them are feasible for the reconstruction of any unknown network structure. Compared to the nonlinear method, however, we find that from the computational efficiency point of view the linear reconstruction method is always superb, showing its own unique merits, such as simpler in the algorithm realization, faster in the computational time, and more efficient in the final reconstruction result. On the other hand, we also briefly discuss the limitation of the linear reconstruction method. (C) 2014 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 类目[WOS] | Physics, Multidisciplinary |
| 研究领域[WOS] | Physics |
| 关键词[WOS] | COMPLEX NETWORKS ; TOPOLOGY |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000335638300012 |
| 公开日期 | 2015-07-14 |
| 源URL | [http://ir.wipm.ac.cn/handle/112942/1427]  |
| 专题 | 武汉物理与数学研究所_理论与交叉研究部 |
| 作者单位 | 1.Chinese Acad Sci, Wuhan Inst Phys & Math, State Key Lab Magnet Resonance & Atom & Mol Phys, Wuhan Ctr Magnet Resonance, Wuhan 430071, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.JiangXi Univ Sci & Technol, Fac Sci, Ganzhou 341000, Jiangxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li, Suhong,Li, Fan,Liu, Weiqing,et al. Network reconstruction by linear dynamics[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2014,404:118-125. |
| APA | Li, Suhong,Li, Fan,Liu, Weiqing,&Zhan, Meng.(2014).Network reconstruction by linear dynamics.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,404,118-125. |
| MLA | Li, Suhong,et al."Network reconstruction by linear dynamics".PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 404(2014):118-125. |
入库方式： OAI收割
来源：武汉物理与数学研究所
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