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Optimized modeling and opportunity cost analysis for overloaded interconnected dangerous goods in warehouse operations
Sun, Jing1; Zhang, Fangwei2,3; Lu, Peicheng3; Yee, Janney4
2021-02-01
Source PublicationApplied Mathematical Modelling
ISSN0307-904X
Volume90Pages:151-164
Abstract

Storage plays an important part in the field of logistics; however, conventional storage and operation may result in an overloaded condition due to low management efficiency. To address this problem, this study proposes the concept of temporary positions in interconnected warehouses. By analyzing the opportunity costs generated, a hierarchical optimization model was constructed to quantify the improvement of temporary positions. Firstly, this study analyses the characteristics of the warehouse operation and constructs a quadratic assignment model by considering safety and efficiency. Besides, a novel genetic-BP neural network was proposed to find the optimal route of a forklift. After that, a hierarchical optimization model was constructed by considering two types of opportunity costs. Finally, an empirical study demonstrates that the interconnected mode with temporary positions has a satisfactory performance for improving operational efficiency.

KeywordDangerous Goods Genetic-bp Neural Network Interconnected Warehouse Opportunity Cost Overloaded Condition
DOI10.1016/j.apm.2020.09.007
URLView the original
Indexed BySCIE ; SSCI
Language英語English
WOS Research AreaEngineering ; Mathematics ; Mechanics
WOS SubjectEngineering, Multidisciplinary ; Mathematics, Interdisciplinary Applications ; Mechanics
WOS IDWOS:000590671900010
Scopus ID2-s2.0-85091793281
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Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF MATHEMATICS
Corresponding AuthorZhang, Fangwei
Affiliation1.School of Computer Science and Engineering, Nanyang Technological Unversity, Singapore
2.Department of Mathematics, University of Macau, China
3.Department of Transport and Communications, Shanghai Maritime University, Shanghai, China
4.College of Social Sciences, University of Birmingham, Birmingham, United Kingdom
Corresponding Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Sun, Jing,Zhang, Fangwei,Lu, Peicheng,et al. Optimized modeling and opportunity cost analysis for overloaded interconnected dangerous goods in warehouse operations[J]. Applied Mathematical Modelling, 2021, 90, 151-164.
APA Sun, Jing., Zhang, Fangwei., Lu, Peicheng., & Yee, Janney (2021). Optimized modeling and opportunity cost analysis for overloaded interconnected dangerous goods in warehouse operations. Applied Mathematical Modelling, 90, 151-164.
MLA Sun, Jing,et al."Optimized modeling and opportunity cost analysis for overloaded interconnected dangerous goods in warehouse operations".Applied Mathematical Modelling 90(2021):151-164.
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