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Tabu search for the real-world carpooling problem
Can Huang1; Defu Zhang1; Yain-Whar Si2; Stephen C. H. Leung3
2016-08-01
Source PublicationJournal of Combinatorial Optimization
ISSN15732886 13826905
Volume32Issue:2Pages:492-512
Abstract

Carpooling is a flexible shared transportation system which can effectively reduce the vehicle numbers and fuel consumption. Although many carpooling systems have been proposed, most of them lack practicality, veracity, and efficiency. In this paper, we propose a new useful variant model of the long-term carpooling problem which involves multiple origins and one destination. Such problems commonly occur in a wide number of carpooling situations in real-world scenarios. Our work is motivated by the practical needs to solve environmental pollution, parking problems, traffic jams and low utilization of resources. A Tabu search algorithm is proposed in this paper to solve the carpooling problem. The proposed algorithm aims at a wide range of passenger distribution and routing problems. The computational results based on real world user data show the effectiveness of the proposed algorithm. Moreover, we developed a mobile application based on our carpooling model.

KeywordCarpooling Problem Routing Problem Tabu Search Transportation System
DOI10.1007/s10878-016-0015-y
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Mathematics
WOS SubjectComputer Science, Interdisciplinary Applications ; Mathematics, Applied
WOS IDWOS:000379489700010
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Citation statistics
Cited Times [WOS]:5   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorDefu Zhang
Affiliation1.Department of Computer Science, Xiamen University, Xiamen 361005, China
2.Department of Computer and Information Science, University of Macau, Macau, China
3.Faculty of Engineering, The University of Hong Kong, Hong Kong, China
Recommended Citation
GB/T 7714
Can Huang,Defu Zhang,Yain-Whar Si,et al. Tabu search for the real-world carpooling problem[J]. Journal of Combinatorial Optimization,2016,32(2):492-512.
APA Can Huang,Defu Zhang,Yain-Whar Si,&Stephen C. H. Leung.(2016).Tabu search for the real-world carpooling problem.Journal of Combinatorial Optimization,32(2),492-512.
MLA Can Huang,et al."Tabu search for the real-world carpooling problem".Journal of Combinatorial Optimization 32.2(2016):492-512.
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