DocumentCode
400307
Title
A criteria-based approach for selecting touring paths using GIS & GA
Author
Yao, Li ; Huang, Bo ; Lee, Der-Horng
Author_Institution
Dept. of Civil Eng., Nat. Univ. of Singapore, Singapore
Volume
2
fYear
2003
fDate
12-15 Oct. 2003
Firstpage
958
Abstract
Many tourists visit several sights in a single day in Singapore, which makes it important to choose a short and attractive path to optimize the whole touring process. Different sequence of visiting sights bring different cost and travel experience to tourists. In this paper, we present a multi-criteria path selection method for tourists in Singapore by making use of Geographic Information System (GIS) and genetic algorithm (GA). Two aspects are considered when we select touring paths. On the one hand, the method can lead a relative smaller generalized total travel cost (GTTC) spent on the path. On the other hand, the method ensures a comfortable travel experience. Experimental results demonstrated that the method provided here is an effective one that not only satisfied users´ requirements but also saved computing time.
Keywords
genetic algorithms; geographic information systems; travel industry; travelling salesman problems; GA; criteria-based approach; generalized total travel cost; genetic algorithm; geophysical information system; touring paths selection; travel experience; Civil engineering; Computational Intelligence Society; Costs; Geographic Information Systems; Iterative algorithms; Iterative methods; Modems; Resource management; Telephony; Traveling salesman problems;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN
0-7803-8125-4
Type
conf
DOI
10.1109/ITSC.2003.1252628
Filename
1252628
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