Registration Number
0224U001830,
(0122U000966)
, R & D reports
Title
Methods and information technologies for optimization processes of the transport and logistics management of freight delivery in the intellectual transport systems
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Розробка науково-практичного базису інтелектуалізації транспортно-логістичних систем управління процесами доставки вантажів в ІТС
Head
Danchuk Viktor D., Доктор фізико-математичних наук
Registration Date
30-01-2024
Organization
National Transport University
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The purpose of the study is to create within the proposed system-synergetic concept of scientific and practical principles of intellectualization of transport and logistics systems for managing cargo delivery processes through the development and implementation of intelligent methods and information technologies of dynamic routing of real-time, taking into account the non-stationary (real) dynamics of traffic flows іn the transport network.
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During the implementation of the NDR, a thorough analysis of the current state, theoretical aspects of the organization, optimization and management of the logistics processes of cargo and passenger transportation, as well as traffic management in cities in conditions of high congestion of the street and road network, was carried out. The paper develops theoretical concepts of sustainable functioning and development (evolution) of the transport and logistics system, within the framework of Lorenz's synergistic model. With the help of a synergistic approach, the work developed theoretical ideas about the dynamics of traffic flows in the area of high density. The existing swarm methods of artificial intelligence for the optimization of tasks of routing information flows of various nature have been improved, taking into account the influence of the external non-stationary environment on the speed of information transmission along the chains of the information network. An intelligent method of optimizing cargo delivery routes with dynamic route updating under conditions of non-stationary (real) dynamics of traffic flows on the network has been developed. The paper examines the criteria for the effective application of energy-saving programs for the movement of heavy trucks on the main road. A synergistic model of the functioning of the intelligent transport and logistics information system for managing cargo delivery processes in intelligent transport systems based on agents with natural and artificial intelligence has been developed.
Product Description
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Hutarevych Oleksandr S
Datsenko Diana R.
Klochan Arsen
Kunytskaja Olga M.
Oliskevych Myroslav S
Rudoman Nadiia V
Svatko Vitalii
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2024-01-30
