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Dec 14, 2021
Profitable Pickup and Delivery Problem with Time Windows and Compatibility Constraints
Authors: Shitong Cui [email protected], Yuehui Wu [email protected], Chang Lin [email protected], and Liucheng Sun [email protected]Author Affiliations
Publication: CICTP 2021
ABSTRACT
Due to the emergence of online freight marketplaces, shippers can release freight requests, and logistics companies can share and trade excess freight capacity on the online platforms. In practical urban logistics, because some goods cannot be loaded with others, developing the routes and loading plans is a complex problem. In this paper, a new mathematical model named is proposed to model this real problem. To solve this problem, this model is decomposed into a master problem and pricing subproblem in a column generation framework and develop a branch-and-price algorithm. In the algorithm, the master problem is solved by CPLEX solver and a labeling algorithm is proposed to solve the subproblem. The efficiency of this algorithm is evaluated by a comprehensive test bed of instances and compared with using only CPLEX solver. Result shows the algorithm is capable of overcoming this complex problem and significantly outperforms using only CPLEX.
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Published online: Dec 14, 2021
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1Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji Univ., Shanghai, China. Email: [email protected]
2Dept. of Urban Management, Kyoto Univ., Kyoto, Japan. Email: [email protected]
3Key Laboratory of Road and Traffic Engineering of the Ministry of Education, Tongji Univ., Shanghai, China. Email: [email protected]
4Alibaba Group, Hangzhou, China. Email: [email protected]
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Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.