Regional Logistics System Orienting Small and Medium-Sized Logistics Enterprises

2010 ◽  
Author(s):  
You Jia
Keyword(s):  
Logistics System ◽  
Regional Logistics ◽  
Logistics Enterprises

scholarly journals Regional logistics demand forecasting: a BP neural network approach

2021 ◽  
Author(s):  
Lijuan Huang ◽  
Guojie Xie ◽  
Wende Zhao ◽  
Yan Gu ◽  
Yi Huang
Keyword(s):  
Neural Network ◽  
Network Model ◽  
Neural Network Model ◽  
Bp Neural Network ◽  
Demand Forecasting ◽  
Indicator System ◽  
Regional Logistics ◽  
Logistics Enterprises ◽  
Logistics Demand ◽  
Bp Neural Network Model

AbstractWith the rapid development of e-commerce, the backlog of distribution orders, insufficient logistics capacity and other issues are becoming more and more serious. It is very significant for e-commerce platforms and logistics enterprises to clarify the demand of logistics. To meet this need, a forecasting indicator system of Guangdong logistics demand was constructed from the perspective of e-commerce. The GM (1, 1) model and Back Propagation (BP) neural network model were used to simulate and forecast the logistics demand of Guangdong province from 2000 to 2019. The results show that the Guangdong logistics demand forecasting indicator system has good applicability. Compared with the GM (1, 1) model, the BP neural network model has smaller prediction error and more stable prediction results. Based on the results of the study, it is the recommendation of the authors that e-commerce platforms and logistics enterprises should pay attention to the prediction of regional logistics demand, choose scientific forecasting methods, and encourage the implementation of new distribution modes.

Study on Logistics System Architecture of Regional Center City in Urban Circle

2014 ◽  
Vol 584-586 ◽  
pp. 383-386
Author(s):  
Xu Mei Zhang
Keyword(s):  
System Architecture ◽  
Functional Structure ◽  
Logistics System ◽  
Logistics Center ◽  
Regional Logistics ◽  
Regional Center ◽  
Center City ◽  
The City

According the division of the city of urban circle with corresponding city level and functional structure, logistics system architecture of regional center city is studied. Firstly the necessity is analyzed. Secondly it analyzes positioning principle of logistics system architecture of regional logistics center city. Finally the characteristics and the corresponding logistics system architecture are studied and the corresponding conclusion is made.

scholarly journals Analysis of the current state and trends of the development of transport and logistical service of domestic industrial enterprises

2021 ◽  
Vol 69 (2) ◽  
pp. 83-94
Author(s):  
B. Kernychnyi ◽  
S. Radynskyy
Keyword(s):  
Methodological Approach ◽  
Business Environment ◽  
Economic Indicators ◽  
Logistics System ◽  
Regional Transport ◽  
Logistics Systems ◽  
Industrial Enterprises ◽  
Transport Services ◽  
Logistics Enterprises ◽  
Transport Logistics

The paper is devoted to the analysis of the state and current problems of transport and logistics services of domestic enterprises under current conditions of strategic priorities and tasks aimed at achieving the comprehensive effect. The subject of the paper is the transport-logistics system as a sophisticated multifunctional complex, serving the demands of the population and industry entities of the business environment. The objective of this investigation is to identify trends in the development of regional transport and logistics systems based on the analysis of statistical and financial and economic indicators of transport services and the conditions of their implementation. The research hypothesis is based on the assumption that the functional-targeted approach to the formation of transport and logistics systems dominates, corresponding to the scientific ideas about the priority role of demand and taking into account the patterns of requirements for quality characteristics of transport services: safety, speed, service technology and payment, insurance. The results of the work are the analysis of financial and economic indicators of transport logistics. The authors carried out the comparative analysis of indices of the transport industry according to the main activities over the past 10 years, investigated the volume of cargo turnover of transport logistics enterprises, identified the main trends in the volume of cargo transportation. It should be noted that the important issue today is to maintain the strategic balance between the introduction of necessary restrictions, on the one hand, and simultaneous support of regional enterprises, on the other. After the pandemic termination, it will be necessary to restore the normal rhythm of life in the social and economic spheres, to revive the processes that are extremely important for regional development. The main directions of further investigations are related to the development of the methodological approach for assessing the contribution of regional transport and logistics systems to the economy. Therefore, a number of recommendations for the authorities which help to overcome the negative pandemic impact on the socio-economic development of the region are developed in this paper.

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