在产品和总和规则下,爆炸物透的普遍性
Ziting Luo1, Wei Chen2,3,4, Jan Nagler5
1LMIB and School of Mathematical Sciences, Beihang University, Beijing 100191, China.
Physical review. E
|October 18, 2023
概括
这项研究探讨了使用产品和总和规则在随机图表上的爆炸性透. 结果证实了这些规则对更高阶模型的普遍性,扩展了之前的发现.
科学领域:
- 复杂的系统复杂的系统.
- 统计物理学的统计物理.
- 网络科学 网络科学
背景情况:
- 爆炸性透模型表现出突然的相位过渡.
- 产品规则 (PR) 和总和规则 (SR) 是爆炸性透的关键模型.
- 之前已经证明了PR和SR之间的普遍性,M=2.
研究的目的:
- 为了研究PR和SR之间的普遍性,用于更高阶模型 (M>2).
- 要确定PR-SR的普遍性是否适用于M在2到9之间.
- 分析关键指数和相位过渡行为.
主要方法:
- 使用传统的有限尺寸缩放理论.
- 应用最大差距缩放分析.
- 在随机图表上模拟爆炸物透过程.
主要成果:
- 对PR和SR的透值被准确地确定.
- 计算了顺序参数,易感度和导数的临界指数.
- 强有力的证据支持PR-SR对任何固定M的普遍性.
结论:
- 这些发现证实了产品规则和总量规则爆炸性透模型之间的普遍性.
- 在高阶模型中,PR-SR的通用性为M=9.9为止.
- 这扩大了对复杂网络相变的理解.
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