Algorithmic Foundations of Economic and Mathematical Modeling of Network Logistics Processes

Journal of Open Innovation: Technology, Market and Complexity

卷:6

Irina Vasilievna Kapustina¹  Sergey Mikhailovich Sergeev¹  Sergey Yevgenievich Barykin¹  Vladimir Konstantinovich Yadykin² 

[1] Graduate School of Service and Trade, Peter the Great St. Petersburg Polytechnic University, 195251 St. Petersburg, Russia;

[2] Laboratory «Advanced Production Technologies» of the National Technological Initiative Center, Peter the Great St. Petersburg Polytechnic University, 195251 St. Petersburg, Russia;

关键词: logistics network;    smart supply chains;    digital logistics;    simulation model;   

DOI  :  10.3390/joitmc6040189

来源: DOAJ

【 摘 要 】

Nowadays, digitizing the data stream is enabling the evolution of logistics processes. The data-driven network logistics processes are evaluated by leading economic indicators. The purpose of this study is to further develop the algorithmic foundations of economic and mathematical modeling of logistics networks based on advanced technologies that the digitalization process provides. Methods of mathematical modeling of flows of various resources in logistic networks, the structure of which is presented in the form of a graph, are used in the work. The economic benefit lies in the implementation of the planning concept based on leading indicators. As a result, using a set of formalisms, a mathematical model has been developed, which will make it possible to search for optimal solutions based on the criterion of economic efficiency. The results obtained will find application not only in transport problems. Network logistics includes the transportation of liquid and gaseous materials through pipelines, energy through electrical networks. A universal mathematical model will allow the results to be applied in many industries and economic activities when it is required to make economically sound decisions based on a stream of digital data coming in real time.

【 授权许可】

Unknown