Methods of Cargo Transportation Optimization Based on Machine Data Processing

Dmitry Abramov, Vyacheslav Tokarev

Abstract


This works provides an overview of the main problems that arise when organizing seamless cargo transit using several modes of transport. Variants of emergency situations are proposed, the solution to which can be obtained by optimizing the system. The issues of constructing a system for optimizing the movement of freight transport based on machine processing of data obtained by measuring data available for measurement using modern technologies are studied. An overview of existing optimization systems capable of eliminating the identified bottlenecks that arise as a result of organizing cargo transit is provided. Their advantages and disadvantages are given, and the need to develop our own system is substantiated. The structure of the system and methods of machine processing of information that are supposed to be used in the development of system modules are proposed, and options for using the system to solve practical problems are proposed. When developing the system, special attention is paid to the issue of ensuring the security of transmitted data. A method for ensuring the security of transmitted data is proposed, characterized by relatively high efficiency, a high degree of study of the mathematical apparatus underlying it and, as a consequence, high popularity of use for solving other problems, a relatively low cost of implementation.

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References


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