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| Influence of Structure Inside Hyperedge on Robustness of Scale-free Hypernetwork |
| ZHOU Bin1,2, MA Fuxiang1, GAO Shujie1,2, MA Xiujuan1, LI Mingjie1,2
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1. College of Computer, Qinghai Normal University, Xining 810016, China;
2. The State Key Laboratory of Tibetan Intelligent Information Processing and Application, Xining 810008, China |
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Abstract In the existing work on the robustness of the hypernetworks, researchers have not considered the effect of internal structure on the robustness of the hypernetworks. Aiming at this problem, this paper proposes a capacity-load model that can describe the relationship between the internal structure and the robustness of the hypernetworks. By simulation experiments, we obtain the robustness of the k-uniform scale-free hypernetwork under three modes: preferential connection, random connection, and completed connection within hyperedges. Analysis of the comparison experiments reveals that the robustness of the scale-free hypernetwork is related to the ways of nodes' connection, the size k of the nodes, and the number of ordinary edges mk within the hyperedges.The results show that the internal structure of the hyperedges has a large impact on the overall robustness of the scale-free hypernetworks.
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Received: 15 April 2022
Published: 07 November 2024
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