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Complex network based comparative analysis of Delhi Metro network and its extension

机译:基于复杂的网络比较分析德里地铁网络及其扩展

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摘要

Recently, cities are expanding due to population growth and migration from rural areas. This phenomenon has caused baffling traffic congestions. Metro network is a viable solution to tackle this problem. With the expansion of cities Metro infrastructure is required to be updated and expanded. Delhi city and Delhi Metro network is a typical example of this case. Delhi Metro network is undergoing expansion and it is scheduled to be completed by the year 2021. In this work, a complex network based comparative analysis of existing Delhi Metro (DMop) network and its extension (DMext) is performed. The results show that degree distribution and parameters related to degree are almost same in both networks. The local connectivity will improve marginally but global connectivity will fall significantly (15%) for DMext. The transport capacity of DMext will increase by 64% compared to DMop. To study the connectivity vulnerability and functionality vulnerability, five malicious attacks protocols are deployed. Two malicious hybrid attack protocols are proposed which are more efficient compared to other malicious attack protocols available in literature. Pertaining to functionality, it is found that if same fraction of nodes (or edges) is attacked in both networks then DMext is slightly more vulnerable as compared to DMop. But, if same number of nodes (or edges) is attacked under any attack protocol then the DMext is more robust. In case of connectivity, DMext is slightly more vulnerable for same fraction of nodes attacked as well as for same number of nodes attacked. (C) 2019 Published by Elsevier B.V.
机译:最近,由于人口增长和农村地区的迁移,城市正在扩大。这种现象引起了令人困惑的交通拥堵。地铁网络是一个可行的解决方案来解决这个问题。随着城市的扩展,需要更新和扩展城市地铁基础设施。德里市和德里地铁网络是这种情况的典型示例。德里地铁网络正在进行扩张,计划于2021年完成。在这项工作中,执行了对现有Delhi Metro(DMOP)网络及其扩展(DMEXT)的复杂网络的比较分析。结果表明,在两个网络中,与程度相关的程度分布和参数几乎相同。局部连接将略微上限,但全球连接将显着下降(15%),适用于DMExt。与DMOP相比,DMEXT的运输能力将增加64%。为研究连接漏洞和功能漏洞,部署了五种恶意攻击协议。与文献中可用的其他恶意攻击协议相比,提出了两个恶意混合攻击协议。与功能有关,发现如果在两个网络中攻击的节点(或边缘)的相同分数,则与DMOP相比,DMEXT稍微易于易受攻击。但是,如果在任何攻击协议下攻击相同数量的节点(或边缘),则DMEXT更强大。在连接的情况下,对于攻击的相同节点以及相同数量的节点,DMext稍微易受攻击。 (c)2019年由elestvier b.v发布。

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