Residential College | false |
Status | 已發表Published |
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 Publication | Applied Mathematical Modelling |
ISSN | 0307-904X |
Volume | 90Pages: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. |
Keyword | Dangerous Goods Genetic-bp Neural Network Interconnected Warehouse Opportunity Cost Overloaded Condition |
DOI | 10.1016/j.apm.2020.09.007 |
URL | View the original |
Indexed By | SCIE ; SSCI |
Language | 英語English |
WOS Research Area | Engineering ; Mathematics ; Mechanics |
WOS Subject | Engineering, Multidisciplinary ; Mathematics, Interdisciplinary Applications ; Mechanics |
WOS ID | WOS:000590671900010 |
Scopus ID | 2-s2.0-85091793281 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF MATHEMATICS |
Corresponding Author | Zhang, Fangwei |
Affiliation | 1.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 Affilication | University 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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