Title :
Research on Bus Scheduling Based on Artificial Immune Algorithm
Author :
YANG, Zhiwei ; ZHAO, Shengchuan ; ZHAO, Qian
Author_Institution :
Center for Transp. Res., Dalian Univ. of Technol., Dalian
Abstract :
After analysis of the data from Dalian bus IC card database, the paper propose an optimization algorithm for bus scheduling. By introducing an artificial immune algorithm based on information entropy, the optimal or the quasi-optimal solution to this multi-variable and non-linear problem of bus scheduling can be found efficiently. The experiment results demonstrate that the optimal bus departure intervals under different time periods can be obtained to adjust bus timetable conveniently, which help to adjust bus timetable dynamically.
Keywords :
artificial immune systems; optimisation; scheduling; transportation; Dalian bus IC card database; artificial immune algorithm; bus scheduling; information entropy; optimization algorithm; quasioptimal solution; Algorithm design and analysis; Costs; Data analysis; Databases; Immune system; Information entropy; Paper technology; Road transportation; Scheduling algorithm; Vehicles;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.1951