2018
DOI: 10.3390/su10041230
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Transport Choice Modeling for the Evaluation of New Transport Policies

Abstract: Quantifying the impact of the application of sustainable transport policies is essential in order to mitigate effects of greenhouse gas emissions produced by the transport sector. One of the most common approaches used for this purpose is that of traffic modelling and simulation, which consists of emulating the operation of an entire road network. This article presents the results of fitting 8 well known data science methods for transport choice modelling, the area in which more research is needed. The models … Show more

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Cited by 13 publications
(7 citation statements)
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“…Therefore, it is necessary to use traffic simulation software to evaluate the changes of traffic operating state before and after the improvement. The VISSIM simulation software has been applied in the field of traffic simulation for more than 40 years [ 63 ]. Some achievements have been made in the research on some key parameters in traffic flow [ 64 ], including the car following model [ 65 , 66 ], driving behavior model [ 39 ], lane change model [ 67 ] and U-turn model [ 68 ].…”
Section: Problem Statement and Design Schemesmentioning
confidence: 99%
“…Therefore, it is necessary to use traffic simulation software to evaluate the changes of traffic operating state before and after the improvement. The VISSIM simulation software has been applied in the field of traffic simulation for more than 40 years [ 63 ]. Some achievements have been made in the research on some key parameters in traffic flow [ 64 ], including the car following model [ 65 , 66 ], driving behavior model [ 39 ], lane change model [ 67 ] and U-turn model [ 68 ].…”
Section: Problem Statement and Design Schemesmentioning
confidence: 99%
“…Bicycle traffic models allow the resolution of problems related, among other things, to demand and supply [116,122], route choice [123], lane change, and queueing behaviour [124][125][126]. The demand for cycling, the choice of bicycle routes, and the choice of cycling modes were found to be influenced by many factors, including the built environment [127][128][129][130]; socioeconomic [131][132][133][134], psychological (habits, attitudes, norms, stress), and physical characteristics [135][136][137][138][139]; policies that promote cycling [46,59,84,138,[140][141][142]; infrastructure for cyclists [39,[143][144][145]; cost; effort; distance travelled; travel time; road safety; climate and weather; and travel motivation [146][147][148][149][150]. The frequency of commute to work, the time to cycle, and the length of the journey are important features of active commute behaviour.…”
Section: Modelling Of Bicycle Trafficmentioning
confidence: 99%
“…Therefore, it is necessary to use traffic simulation software to evaluate the changes in the traffic operating state before and after implementing the designed improvement. The VISSIM simulation software has been applied in the field of traffic simulation for more than 40 years [41]. Some achievements have been made in the research on some key parameters in traffic flow [42], including car-following model [43, 44], driving behavior model [45, 46], lane change model [46] and U-turn model [47].…”
Section: Model Developmentmentioning
confidence: 99%