A data-driven approach for scheduling bus services subject to demand constraints

• Main Authors: BRAHMANAGE JANAKA CHATHURANGA THILAKARATHNA, KANDAPPU, Thivya, ZHENG, Baihua
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2023
• 主題: Optimisation; Public Transport; Scheduling; Bus Stop; COST; Data Driven Approach; Demand Constraints; Optimization Criteria; PASS; Passenger Satisfaction; Public Transportation System; Real Passenger Demand Dataset; Scheduling Bus Services; User Satisfaction; Waiting Passengers; Waiting Time; Costs; Schedules; Optimal Scheduling; Data Models; Search Problems; Genetic Algorithms; Time Frequency Analysis; Bus Schedule Optimization; Dynamic Bus Scheduling; Greedy Search; Operational Cost; Waiting Time Threshold; Databases and Information Systems; Numerical Analysis and Scientific Computing; Transportation
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/7897; https://ink.library.smu.edu.sg/context/sis_research/article/8900/viewcontent/Data_Driven_Bus_Services_2023_av.pdf

Passenger satisfaction is extremely important for the success of a public transportation system. Many studies have shown that passenger satisfaction strongly depends on the time they have to wait at the bus stop (waiting time) to get on a bus. To be specific, user satisfaction drops faster as the wa...