This paper proposes a high-low-order coupled network model to gain a deeper understanding of the interdependent relationships in real-world network systems and address the cascade failure issues faced by complex networks and their higher-order networks. This model describes the interdependencies between complex networks (lower-order networks) and their higher-order organizations (higher-order networks). Their vulnerability is analyzed by subjecting the high-low-order coupled networks to random attacks. The study reveals that high-low-order coupled networks exhibit greater vulnerability to random attacks than standalone lower-order networks. This finding underscores the importance of considering the interdependencies between high and low-order networks in designing and managing complex network systems, particularly in preventing cascade failures, where special attention should be paid to the vulnerabilities of these interdependent structures.
ZHANG Chengjun
,
YAO Hui
,
LEI Yi
,
XIA Denghui
,
LI Qi
,
SHEN Xinyu
,
QIAN Ming
,
YU Wenbin
,
ZHANG Chengjun
,
YAO Hui
,
LEI Yi
,
XIA Denghui
,
LI Qi
,
SHEN Xinyu
,
QIAN Ming
,
YU Wenbin
. Study on the Robustness of High-low-order Coupling Networks[J]. Complex Systems and Complexity Science, 2024
, 21(3)
: 17
-22
.
DOI: 10.13306/j.1672-3813.2024.03.003
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