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arXiv 1101.0656stat.APcs.SIphysics.soc-ph
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中国机场网络的演变

Evolution of Chinese airport network

Jun Zhang, Xian-Bin Cao, Wen-Bo Du, Kai-Quan Cai

摘要:

随着经济的快速发展和全球化进程的加快,航空工业在当今世界,无论是发达国家还是发展中国家,都发挥着越来越重要的作用。机场网络作为航空业的基础设施,是经济增长的重要指标之一。本文运用复杂网络理论研究了中国机场网络的演化。研究发现,虽然CAN网络的拓扑结构在过去几年中保持稳定,但网络内部存在许多动态切换,这改变了机场和航空公司的相对关联性。此外,我们调查的交通流(乘客和货物)上CAN的演变。研究发现,流量呈指数增长,并有明显的季节波动。研究还发现,货运量与客运量之间存在正相关关系,但不同类型城市之间的相关性存在较大差异。

英文摘要:

With the rapid development of economy and the accelerated globalization process, the aviation industry plays more and more critical role in today's world, in both developed and developing countries. As the infrastructure of aviation industry, the airport network is one of the most important indicators of economic growth. In this paper, we investigate the evolution of Chinese airport network (CAN) via complex network theory. It is found that although the topology of CAN remains steady during the past several years, there are many dynamic switchings inside the network, which changes the relative relevance of airports and airlines. Moreover, we investigate the evolution of traffic flow (passengers and cargoes) on CAN. It is found that the traffic keeps growing in an exponential form and it has evident seasonal fluctuations. We also found that cargo traffic and passenger traffic are positively related but the correlations are quite different for different kinds of cities.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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