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Locating source of heterogeneous propagation model by universal algorithm
EPL ( IF 1.8 ) Pub Date : 2020-09-06 , DOI: 10.1209/0295-5075/131/48001
Hong-Jue Wang 1 , Kai-Jia Sun 2
Affiliation  

We focus on locating propagation source in complex networks. A novel and simple universal algorithm is proposed to accurately locate source of different heterogeneous propagation models by using only limited observed information without knowing anything about propagation models in advance. An observer nodes selecting strategy is proposed to improve the source locating accuracy of the proposed algorithm. Results simulated on model and empirical networks verify that the proposed source locating algorithm and selecting observer nodes strategy are effective and feasible.

中文翻译:

通用算法寻找异构传播模型的来源

我们专注于在复杂网络中定位传播源。提出了一种新颖而简单的通用算法,该算法仅使用有限的观测信息即可准确定位不同异构传播模型的来源,而无需事先了解传播模型。提出了一种观察者节点选择策略,以提高算法的信源定位精度。在模型和经验网络上的仿真结果验证了所提出的源定位算法和观察者节点选择策略是有效可行的。
更新日期:2020-09-08
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