DYNAMIC CORRELATION ANALYSIS OF REGIONAL LOGISTICS FROM THE PERSPECTIVE OF MULTIFRACTAL FEATURE

被引:5
|
作者
Bi, Ya [1 ]
Yuan, Huiqun [1 ]
Chang, Sheng-Hung [1 ]
机构
[1] Hubei Univ Econ, Sch Business Adm, Wuhan 430205, Peoples R China
基金
中国国家自然科学基金;
关键词
Regional Logistics; Dynamic Correlation Analysis; Multifractal Feature; System Dynamics; MARITIME LOGISTICS; SYSTEMS; PORT;
D O I
10.1142/S0218348X20400150
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The role of modern logistics in economic development is being highlighted and regional logistics has an effective role in the development of various industries such as regional trade, tourism and finance and has important value for the reduction of enterprise material consumption and the improvement of comprehensive service quality. The main research content of multifractal theory is fractal systems' scale distribution characteristic, which is to reveal the intrinsic scale invariance of irregular shapes in nature by mathematical methods, and to analyze the characteristics of the original system and the inherent evolution of dynamics. System dynamics simulation of the logistics economic system is helpful to understand the development trend and mutual relationship of regional logistics and regional economy, and provide countermeasures and suggestions for the development of the two. On the basis of summarizing previous study results, this paper analyzed the research situation and significance of dynamic correlation analysis of regional logistics, expounded the development background, current status and future challenges of fractal theory, elaborated the basic principle and method of correlation test and phase space reconstruction of time series, performed the multifractal characteristic analysis of regional logistics industry's agglomeration degree and time series, constructed dynamic correlation analysis model of regional logistics based on multifractal theory, discussed coupling correlation between regional logistics dynamics and multifractal dynamics; and final empirical analysis showed that the dynamic correlation between the development level, variation speed and variation acceleration of regional logistics has multiple fractals and time-dependent nonlinear dependence; the proposed analytical model can effectively analyze and predict the dynamic development trend of regional logistics. The study results of this paper provide a reference for further researches on the dynamic correlation analysis of regional logistics from the perspective of multifractal feature.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Risk analysis for container shipping: from a logistics perspective
    Chang, Chia-Hsun
    Xu, Jingjing
    Song, Dong-Ping
    INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT, 2015, 26 (01) : 147 - 171
  • [2] Dynamic Analysis of the Regional Logistics Siphon Effect of FTA - Taken Shanghai as the Case
    Cheng, Fengju
    2016 3RD INTERNATIONAL CONFERENCE ON MANAGEMENT INNOVATION AND BUSINESS INNOVATION (ICMIBI 2016), PT 2, 2016, 58 : 137 - 142
  • [3] DYMEMULP - Dynamic Model of Process Optimisation in Regional Logistics
    Ivanovic, Zeljko
    PROMET-TRAFFIC & TRANSPORTATION, 2023, 35 (03): : 364 - 379
  • [4] The Construction and Application of System Dynamic Model for Regional Logistics
    Feng JinZhan
    Cao DanTing
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY, MANAGEMENT AND HUMANITIES SCIENCE (ETMHS 2015), 2015, 27 : 1273 - 1277
  • [5] An empirical analysis of regional logistics specialization in China
    Guo, Yan-hong
    Yang, Chun-he
    Zhang, Wen-jie
    Entrepreneurial Strategy Innovation and Sustainable Development, 2007, : 578 - 582
  • [6] Study on the harmonious development of regional logistics coordination and the geographical environment from a low-carbon perspective
    Liu, Shu-jing
    Niu, Chun-gang
    JOURNAL OF KING SAUD UNIVERSITY SCIENCE, 2023, 35 (04)
  • [7] Multifractal Analysis for Soft Fault Feature Extraction of Nonlinear Analog Circuits
    Lu, Xinmiao
    Zhao, Hong
    Lin, Haijun
    Wu, Qiong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [8] A Simulation Analysis on Regional Logistics Development Based on System Dynamics: The Case of Yunnan Province
    Si, Yinyuan
    Yang, Wensheng
    Zhou, Huini
    2018 5TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND APPLICATIONS (ICIEA), 2018, : 560 - 564
  • [9] Factor Analysis and Empirical Research on Regional Logistics Demand in Shangrao
    Xu Yongfei
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE, EDUCATION MANAGEMENT AND SPORTS EDUCATION, 2015, 39 : 668 - 671
  • [10] STUDY ON REGIONAL LOGISTICS CAPACITY BASED ON PRINCIPAL COMPONENT ANALYSIS
    Feng Hua
    Feng Zhongchao
    RISUS-JOURNAL ON INNOVATION AND SUSTAINABILITY, 2010, 1 (01):