Multi-task transportation scheduling model with backhauls based on hub and spoke in collaborative logistics network

doi:10.1007/s12652-018-0706-6

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	Multi-task transportation scheduling model with backhauls based on hub and spoke in collaborative logistics network
	Xu, Xiaofeng 1; Sun, Yuping 1; Wang, Jue2
	2019
发表期刊	JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING
ISSN	1868-5137
卷号	10 期号:1 页码:333-343
摘要	Hub 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.
关键词	Hub and spoke network Collaborative logistics Backhauls Logistics service integrator Immune genetic algorithm
DOI	10.1007/s12652-018-0706-6
语种	英语
资助项目	Fundamental Research Funds for the Central Universities, China[17CX04023B]
WOS研究方向	Computer Science ; Telecommunications
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Information Systems ; Telecommunications
WOS记录号	WOS:000456951400025
出版者	SPRINGER HEIDELBERG
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/32436
专题	系统科学研究所
通讯作者	Xu, Xiaofeng
作者单位	1.China Univ Petr, Sch Econ Management, Qingdao 266580, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 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.