Traffic congestion is an important problem that restricts the development of society, but traffic congestion does not happen all the time, there is a regularity, auxiliary public transport is to address this characteristic, complementary to the traditional public transport. For the bus system, the selection of the appropriate station location can meet the demand of the nearest passenger drop-off, improving the quality of services and increase the passenger load factor. In this paper, drawing on the improved DBSCAN algorithm, the idea of determining two parameters in the best clustering result of K-means algorithm is proposed to determine another parameter by distance constraints under the condition of considering walking distance constraints. Finally, the feasibility and applicability of the improved DBSCAN algorithm considering distance constraints are verified through the selection of the location of stops a public transport for general studies, which provides a basis for the setting of auxiliary bus stops.


    Access

    Download


    Export, share and cite



    Title :

    A Study on the Location of Public Transport for General Studies Stops Based on DBSCAN Algorithm


    Additional title:

    Advances in Economics, Business and Management res.


    Contributors:

    Conference:

    International Conference on Management Science and Engineering Management ; 2024 ; Shenyang, China June 07, 2024 - June 09, 2024



    Publication date :

    2024-11-22


    Size :

    6 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English






    An isochrones based public transport stops optimization technique

    Kondrateva, Elena / Sidorov, Alexander / Saprykin, Oleg | IEEE | 2017


    Modelling public transport stops by microscopic simulation

    Fernández, Rodrigo | Online Contents | 2010


    Guidance of Cyclists at Public Transport Stops

    Kloeckner, D. | British Library Conference Proceedings | 1999


    Evaluation of the Quality of Public Transport Stops

    Olivková, Ivana | Springer Verlag | 2019