Темир йўл транспорти: долзарб масалалар ва инновациялар Ҷилди 4 № 4 (2023) · Саҳифаҳои 47-55
TRAVEL-MODE CHOICE MODELING USING AGGREGATED DATA: TRAVEL-MODE CHOICE MODELING USING AGGREGATED DATA
Атажанов, M., Қутлимуратов, К.
Аннотатсия
This article investigates the impact of travel information on transport choice behavior and the impact of travel time display. To this end, we estimate linear regression models using data from the Mobility Survey, which consists of observational data on transport mode choice. Based on the results obtained through the conducted questionnaire surveys, many influencing factors on the choice of transport were studied through the correlation equation. The choice model represents the probability of choosing each alternative through the calculated Logit model. A linear regression equation was developed using the coefficients obtained on the basis of the correlation matrix. The results of the regression model were obtained as part of the interaction of the transport choices of passengers.
велотранспортный сервис, логит-модель, целевая функция, логистическая мощность, моделирование спроса поездок, модель дискретного выбора.Bicycle transport service, Logit model, Objective function, Logistic capacity, Traffic demand modeling, Discrete choice model.
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