Coach Bus Arrival Time Prediction Based on SVM and GA
ZHANG Xin
JIANG Jiajia
LIU Jin
Abstract：Accurate coach arrival time prediction is one of the infrastructure services in intelligent urban transportation,which helps reducing information blind-spots and optimizating coach bus schedule. An arrival time prediction model for coach bus is pro?posed. It has 7 features including road factors,holidays,weather,road conditions,distance,time,scheduling information. And it change straditional feature road segments to road type factor,in order to make the model more suitable for coach. Besides,this pa?per uses genetic algorithm to find model 's optimal parameters. The experimental results of coach bus from Shenzhen to Guangzhou show that the proposed model is more suitable to predict the coach arrival time with higher prediction accuracy.
Keywords：intelligent transportationcoach bus travel timeSVMGA
Publication Date：2017-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：6( 1062-1066,1085 )