ALGORITHM OF VARIABLES RANKING ON THE BASIS OF PAIR CORRELATION COEFFICIENT FOR OPTIMIZATION OF TARGET FUNCTIONS IN INFORMATION SYSTEMS OF URBAN PASSENGER MOTOR TRANSPORT MANAGEMENT
Authors:
1.
Voronezh State University of Forestry and Technologies named after G.F. Morozov
(traffic management and traffic safety, post-graduate student)
Voronezh, Russian Federation
Voronezh, Russian Federation
Type:
Сonference article
Published:
15.08.2025
Subject area:
UDC 656.025.6
Language:
Russian
Keywords:
algorithm of variables ranking, pair correlation coefficient, urban passenger motor transport, method of group consideration of arguments, transportation management, predictive models
Abstract (English):
The article describes the methodology of ranking variables through pairwise correlation in order to improve urban transportation management. This approach avoids multicollinearity, reduces the time required for modeling, and increases the accuracy of forecasts, which is confirmed by practical research at the Voronezh enterprise.
The article describes the methodology of ranking variables through pairwise correlation in order to improve urban transportation management. This approach avoids multicollinearity, reduces the time required for modeling, and increases the accuracy of forecasts, which is confirmed by practical research at the Voronezh enterprise.
Keywords:
algorithm of variables ranking, pair correlation coefficient, urban passenger motor transport, method of group consideration of arguments, transportation management, predictive models
algorithm of variables ranking, pair correlation coefficient, urban passenger motor transport, method of group consideration of arguments, transportation management, predictive models
1. Shtepa, A. A. Upravlenie processami prinyatiya resheniy v organizacionnyh sistemah avtotransportnyh predpriyatiy na osnove apparata stohasticheskogo modelirovaniya : dissertaciya na soiskanie uchenoy stepeni kandidata tehnicheskih nauk / Shtepa Aleksey Anatol'evich, 2024. – 149 s. EDN: https://elibrary.ru/KYZQSC
2. Shtepa, A. A. Algoritm identifikacii modeley processov passazhirskogo avtotransportnogo predpriyatiya na baze stohasticheskogo podhoda / A. A. Shtepa, V. P. Belokurov, V. S. Starodubcev // Vestnik Voronezhskogo instituta FSIN Rossii. – 2023. – № 4. – S. 149-153. EDN: https://elibrary.ru/LYOQWA
