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Multi-task transportation scheduling model with backhauls based on hub and spoke in collaborative logistics network
Xu, Xiaofeng1; Sun, Yuping1; Wang, Jue2
2019
Source PublicationJOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING
ISSN1868-5137
Volume10Issue:1Pages:333-343
AbstractHub and spoke collaborative logistics network has recently received considerable attention in terms of resource scheduling problem. In view of that problem such as low scale merit, inefficient resource utilization and conflict of interest between the operator and customer in the process of network operation, the paper seeks to formulate the scheduling strategy for multiple logistics tasks oriented to multi-origin and multi-destination on the basis of multiple-allocation-hybrid H&S collaborative network (including two layers). Taking the backhaul resource, resource departure time, capability limitation, task delay penalty, etc. into account, the aim of the problem is to minimize both total cost and total time for the task set. According to the characteristics of the problem, the immune genetic algorithm based on three-layer encoding mechanism is designed to solve the model. Moreover, the models and algorithms are validated by extensive results of numerical examples.
KeywordHub and spoke network Collaborative logistics Backhauls Logistics service integrator Immune genetic algorithm
DOI10.1007/s12652-018-0706-6
Language英语
Funding ProjectFundamental Research Funds for the Central Universities, China[17CX04023B]
WOS Research AreaComputer Science ; Telecommunications
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Information Systems ; Telecommunications
WOS IDWOS:000456951400025
PublisherSPRINGER HEIDELBERG
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/32436
Collection系统科学研究所
Corresponding AuthorXu, Xiaofeng
Affiliation1.China Univ Petr, Sch Econ Management, Qingdao 266580, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Xu, Xiaofeng,Sun, Yuping,Wang, Jue. Multi-task transportation scheduling model with backhauls based on hub and spoke in collaborative logistics network[J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING,2019,10(1):333-343.
APA Xu, Xiaofeng,Sun, Yuping,&Wang, Jue.(2019).Multi-task transportation scheduling model with backhauls based on hub and spoke in collaborative logistics network.JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING,10(1),333-343.
MLA Xu, Xiaofeng,et al."Multi-task transportation scheduling model with backhauls based on hub and spoke in collaborative logistics network".JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING 10.1(2019):333-343.
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