Vulnerability of transport through evolving spatial networks.

IF 2.2 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS
Ali Molavi, Hossein Hamzehpour, Reza Shaebani
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引用次数: 0

Abstract

Insight into the blockage vulnerability of evolving spatial networks is important for understanding transport resilience, robustness, and failure of a broad class of real-world structures such as porous media and utility, urban traffic, and infrastructure networks. By exhaustive search for central transport hubs on porous lattice structures, we recursively determine and block the emerging main hub until the evolving network reaches the impenetrability limit. We find that the blockage backbone is a self-similar path with a fractal dimension which is distinctly smaller than that of the universality class of optimal path crack models. The number of blocking steps versus the rescaled initial occupation fraction collapses onto a master curve for different network sizes, allowing for the prediction of the onset of impenetrability. The shortest-path length distribution broadens during the blocking process reflecting an increase of spatial correlations. We address the reliability of our predictions upon increasing the disorder or decreasing the fraction of processed structural information.

通过不断演变的空间网络进行运输的脆弱性。
洞察不断演化的空间网络的阻塞脆弱性,对于理解多孔介质和公用事业、城市交通和基础设施网络等一大类现实世界结构的运输弹性、鲁棒性和失效非常重要。通过穷举搜索多孔网格结构上的中心运输枢纽,我们递归地确定并阻塞新出现的主枢纽,直到演化网络达到不可穿透极限。我们发现,阻塞骨干网是一条自相似路径,其分形维度明显小于最优路径裂缝模型的普遍性维度。对于不同的网络规模,阻塞步数与重标定初始占据分数的关系塌缩成一条主曲线,从而可以预测不可渗透性的开始。最短路径长度分布在阻塞过程中变宽,反映了空间相关性的增加。我们探讨了在增加无序度或减少已处理结构信息的比例时,我们的预测是否可靠。
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来源期刊
Physical Review E
Physical Review E PHYSICS, FLUIDS & PLASMASPHYSICS, MATHEMAT-PHYSICS, MATHEMATICAL
CiteScore
4.50
自引率
16.70%
发文量
2110
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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