顺丰航空货运网络演变特征分析

中文摘要摘要：随着鄂州花湖机场的投运，顺丰的航空货运网络得到了进一步的拓展和加强。除了鄂州花湖机场，顺丰还在国内多地建设了航空货运基地，如杭州萧山国际机场、广州白云国际机场等。这些基地的建设，使得顺丰可以更加快速地运输货物，缩短了货物的运输时间，提高了物流效率。目前，国内外对民航运输的研究主要集中在全国航空货运网络的拓扑分析方面，缺乏在对具体航空公司全货机航线网络的研究。因此，本论文希望通过对鄂州市花湖机场运营后对顺丰速运运输网络中航空货流分布及货运航线走向影响方面的探究和分析来进一步完善航空货运网络结构优化方法和相关理论体系、深化对鄂州花湖机场运营后影响分析方面的研究、弥补现有文献在航空货物运输网络理论方面与实际应用结合方面比较薄弱等问题。基于此，本文主要内容如下：(1)基于复杂网络基础特征对顺丰航空货运网络进行拓扑分析。收集顺丰航空货运网络的相关数据，介绍了复杂网络的基本知识，概括分类了不同复杂网络类型并介绍其特点，阐述计算指标的定义和其结合航空网络代表和反映的情况。(2)运用Gephi对数据进行计算，通过计算网络基本特征指标、相关性、中心性和模块化分析，得出顺丰航空货运网络的演变特点，并对其进行评价。关键词：航空货运网络：复杂网络：顺丰航空；鄂州花湖机场：GphiABSTRACTABSTRACT:With the operation of Ezhou Huahu Airport,SF Express's air cargo network hasbeen further expanded and strengthened.In addition to Ezhou Huahu Airport,SF Express hasalso built air cargo bases in many places in China,such as Hangzhou Xiaoshan InternationalAirport and Guangzhou Baiyun International Airport.The construction of these bases enablesSF Express to transport goods more quickly,shorten the transportation time of goods andimprove logistics efficiency.At present,the domestic and foreign researches on civil aviationtransport mainly focus on the topology analysis of the national air cargo network,and there isa lack of research on the specific airline all-cargo route network.Therefore,This paper hopesto further improve the air cargo network optimization method and related theoretical system,deepen the research on the analysis of the impact of the operation of Ezhou Huahu Airport onthe distribution of air cargo flow and the direction of freight routes by exploring andanalyzing the impact of the operation of Ezhou Huahu Airport,and make up for thetheoretical and practical aspects of the air cargo network in the existing literature Internationalapplication combination is relatively weak and other problems.Based on this,the maincontents of this paper are as follows:(1)Topology analysis of SF Express Air cargo network based on the basic characteristics ofcomplex network.This paper collects the relevant data of SF air cargo network,introduces thebasic knowledge of complex network,summarizes and classifies different types of complexnetwork and introduces its characteristics,and expounds the definition of calculation indexand the representation and reflection of air network combined with it.(2)Gephi was used to calculate the data,and the evolution characteristics of SF Express aircargo network were obtained and evaluated by calculating the basic characteristic indexes,correlation,centrality and modularity of the network.KEYWORDS:Air cargo network;Complex network;Sf Airlines;Ezhou Huahu Airport;Gephi目录中文摘要ABSTRACT目录.…1i1绪论.......……11.1研究背景及意义1.2国内外研究现状2复杂网络相关概念....2.1复杂网络基本概念....2.1.1复杂网络基本类型..42.1.2复杂网络结构特征指标….62.2复杂网络结构分析软件介绍..…83顺丰航空货运网络演变分析….103.1数据来源。。。。3.2网络基本特征分析..…….103.2.1度和度分布133.2.2平均路径长度和聚类系数…….163.2.3簇度相关性.…….173.3中心性分析............193.3.1中心性分析的作用…193.3.2计算分析......193.4社区分类204结论.24参考文献25致谢26附录27