Energy distribution in long-range-interacting weighted geographic networks

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY The European Physical Journal Plus Pub Date : 2024-11-06 DOI:10.1140/epjp/s13360-024-05767-y
Rute Oliveira, Luciano R. da Silva, Constantino Tsallis
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Abstract

We numerically investigate a geographical d-dimensional (\(d=1,2,3,4\)) Bianconi–Barabási-like model, characterized by preferential attachment growth mechanisms influenced by Euclidean distances and weighted edges. The weights of the edges follow a predetermined random probability distribution. This model is implemented through a straightforward energy-driven dynamics and exhibits the distribution of ’energy’ per site in its quasi-stationary state. Across all networks generated by this model, we observe q-exponential energy distributions over the entire parameter space, which exhibits that this model belongs to the realm of nonadditive q-entropies. Additionally, the time evolution of the site energies, characterized by the dynamic \(\beta _{\varepsilon }-\)exponent, is analyzed.

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远距离交互加权地理网络中的能量分布
我们用数值方法研究了一个地理 d 维(d=1,2,3,4)类似于比安科尼-巴拉巴西模型,其特点是受欧氏距离和加权边缘影响的优先附着生长机制。边的权重遵循预定的随机概率分布。该模型通过直接的能量驱动动力学来实现,并在其准稳态中展示了每个位点的 "能量 "分布。在该模型生成的所有网络中,我们观察到整个参数空间的 q 指数能量分布,这表明该模型属于非加性 q 指数熵的范畴。此外,我们还分析了以动态 \(β _{\varepsilon }-\)exponent 为特征的位点能量的时间演化。
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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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