Phase transitions in a power-law uniform hypergraph

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS(2024)

引用 0|浏览0
暂无评分
摘要
We propose a power-law m-uniform random hypergraph on n vertices. In this hypergraph, each vertex is independently assigned a random weight from a power-law distribution with exponent alpha is an element of(0,infinity). The hyperedge probabilities are defined as functions of the random weights. We characterize the number of hyperedges and the number of loose 2-cycles. There is a phase transition phenomenon for the number of hyperedges at alpha = 1. Interestingly, for the number of loose 2-cycles, phase transitions occur at both alpha = 1 and alpha = 2.
更多
查看译文
关键词
Uniform hypergraph,phase transition,power law
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要