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UDC 004.021

RESEARCH AND ANALYSIS OF TRANSPORT PROBLEMS

IN URBAN ENVIRONMENTS

A. S. Alyoshkin, Ph.D. (Tech.), associate professor, MIREA, Moscow, Russia;
orcid.org/0000-0003-2190-700X, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.

This article considers the approaches for the tasks of traffic situation forecasting and building op-timal
planning systems. The aim is to study and analyze problems in the field of traffic automation, carried out
through a review of foreign sources devoted to the tasks and algorithms of this subject ar-ea. Various topics
and approaches selection in a given area is carried out. A translation is provided-as a presentation of foreign
sources. Common approaches and problems when solving the tasks of forecasting road situation are
given.

Key words: road traffic forecasting, radial basis function network, RBFNN, particle swarm optimization,

PSO, intelligent transportation systems, ITS, line planning.

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