TY - JOUR
T1 - Research on coordinated development between metropolitan economy and logistics using big data and Haken model
AU - Yang, Chen
AU - Lan, Shulin
AU - Wang, Lihui
N1 - Publisher Copyright:
© 2018, © 2018 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2019/2/16
Y1 - 2019/2/16
N2 - To quantitatively study the relationship and mutual effects between metropolitan economy and logistics is an important, yet pending issue, which can scientifically guide the urban planning and investment. Through the identified evaluation indexes of metropolitan logistics and economic development, this paper first builds up an evaluation process model of metropolitan economic and logistics development, based on big data analytics (BDA), the entropy evaluation method, and the maximum deviation method. BDA can help extract the exact data about the indicators of metropolitan economy and logistics. Then a Haken model is adopted to ravel out the dynamic co-evolutionary law of economy and logistics in five Chinese cities, which complements the above static evaluation. The results show that the economic development is an order parameter and plays a key role in the coordinated development of metropolitan logistics and economy. However, from 2013 to 2014, these five cities had not established an orderly evolved positive-feedback mechanism through which economic development promotes the coordinated development of metropolitan logistics and economic development.
AB - To quantitatively study the relationship and mutual effects between metropolitan economy and logistics is an important, yet pending issue, which can scientifically guide the urban planning and investment. Through the identified evaluation indexes of metropolitan logistics and economic development, this paper first builds up an evaluation process model of metropolitan economic and logistics development, based on big data analytics (BDA), the entropy evaluation method, and the maximum deviation method. BDA can help extract the exact data about the indicators of metropolitan economy and logistics. Then a Haken model is adopted to ravel out the dynamic co-evolutionary law of economy and logistics in five Chinese cities, which complements the above static evaluation. The results show that the economic development is an order parameter and plays a key role in the coordinated development of metropolitan logistics and economy. However, from 2013 to 2014, these five cities had not established an orderly evolved positive-feedback mechanism through which economic development promotes the coordinated development of metropolitan logistics and economic development.
KW - big data
KW - city logistics
KW - coordinated development
KW - metropolitan economic and logistics development
KW - relation analysis
UR - http://www.scopus.com/inward/record.url?scp=85052289382&partnerID=8YFLogxK
U2 - 10.1080/00207543.2018.1503427
DO - 10.1080/00207543.2018.1503427
M3 - Article
AN - SCOPUS:85052289382
SN - 0020-7543
VL - 57
SP - 1176
EP - 1189
JO - International Journal of Production Research
JF - International Journal of Production Research
IS - 4
ER -