在数理论的划分模型中的缩放行为是自我组织的关键性模型
Rahul Chhimpa1, Avinash Chand Yadav1
1Banaras Hindu University, Department of Physics, Institute of Science, Varanasi 221 005, India.
Physical review. E
|March 19, 2025
概括
这项研究重新检查了自我组织的关键性的数理论划分模型,发现其原始的集合大小波动表现出1/f^α功率光谱密度与α≈2.2. 这些发现也适用于莱维航班.
科学领域:
- 复杂的系统复杂的系统.
- 数学理论 数学理论
- 统计物理 统计物理
背景情况:
- 自组织的关键性 (SOC) 描述了自然演化为关键状态的系统.
- 数学理论的除法模型使用整数可除法则来探索SOC.
- 之前的研究报告了这个模型的特定缩放指数.
研究的目的:
- 重新评估SOC的数理论划分模型.
- 为了研究原始集大小波动的功率光谱密度.
- 将发现与以前的研究和相关模型比较,如Lévy航班.
主要方法:
- 分数模型的广泛计算机模拟.
- 有限大小缩放分析以确定缩放指数.
- 分析系统波动的功率光谱密度.
主要成果:
- 原始集合大小波动显示出 1/f^α 的功率光谱密度.
- 发现指数α大约为2,与之前的报告不同 (α≈1.80(1)).
- 确定了 ~M^b 的额外系统大小缩放,在 Lévy 飞行中观察到类似的功率光谱.
结论:
- 数学理论的除法模型在重新检查时显示了不同的缩放特性.
- 这些发现表明,数理论SOC和随机步行过程 (莱维飞行) 之间存在联系.
- 进一步的研究可能会探索复杂系统中这些修订后的缩放指数的含义.
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