MODELING THE SELECTION OF A SUSTAINABLE BICYCLE TRANSPORT SERVICE

M. K. Atajanov, Q. R. Qutlimuratov
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Abstract

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. Using the applied Logit model, the maximum likelihood method was used for the selection of the mode of movement in the evaluation of the objective function of passengers in inter-address movement. The objective function in the choice of which of the available alternatives was preferred by each passenger in moving to the intended destination was evaluated. The important variable attributes of the alternatives that influence the choice of inter-destination transportation means of passengers are identified. 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.
可持续自行车运输服务的选择建模
本文考察了出行信息对出行选择行为的影响以及出行时间显示的影响。为此,我们使用来自流动性调查的数据估计线性回归模型,该数据由交通方式选择的观测数据组成。根据问卷调查的结果,通过相关方程研究了影响交通选择的诸多因素。利用应用Logit模型,利用最大似然法对客流跨地址流动目标函数进行评价,选择其流动方式。评估了每个乘客在移动到预定目的地时选择哪一个可用替代方案的目标函数。确定了影响旅客跨目的地交通方式选择的备选方案的重要变量属性。选择模型通过计算出的Logit模型表示选择每个选项的概率。根据相关矩阵得到的系数,建立了线性回归方程。回归模型的结果作为乘客交通选择交互作用的一部分得到。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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