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Higher-order random walks on complex networks

delete2025-12-01
delete0
PRE
AI
C
Chunzi Li
X
X. Cai
W
Wu, Minze
X
Xiaolu Chen
H
Hui Shi *
T
Tongfeng Weng *
DOI：10.1142/S0129183127500227delete
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摘要

摘要

En 中文
我们研究了在复杂网络上进行的高阶随机游走，其中游走者在高阶子结构之间跳跃。通过使用二进制归一化方法，我们解析地得到了其稳态分布。此外，我们推导了高阶随机游走平均首次通过时间的解析表达式。值得注意的是，我们发现，在相同条件下，高阶随机游走搜索所需的时间比随机游走更长。我们的工作提供了一种与随机游走截然不同的随机搜索导航方法。
Keyword:
Mean first passage time
complex networks
random walks

期刊

I
International Journal of Modern Physics C
IF:
1.6
论文数:
147
被引数:
1

机构

Z
Zhejiang University of Water Resources and Electric Power
学者数:
890
论文数: 799
被引数: 0
H
hunan university of finance & economics
学者数:
245
论文数: 250
被引数: 0
H
hangzhou normal university
学者数:
1.3W
论文数: 7.8K
被引数: 8
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引用论文

引用论文

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