A Study on the Location of Public Transport for General Studies Stops Based on DBSCAN Algorithm
Ziqi Wei, Liangshan Shao, Weifeng Zhong · Advances in economics, business and management research/Advances in Economics, Business and Management Research · 2024
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.