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Optimizing Last-Mile Delivery: A Multi-Criteria Approach with Automated Smart Lockers, Capillary Distribution and Crowdshipping
被引:10
|作者:
Sawik, Bartosz
[1
,2
,3
]
机构:
[1] AGH Univ Krakow, Sch Management, Dept Business Informat & Engn Management, PL-30059 Krakow, Poland
[2] Univ Publ Navarra, Inst Smart Cities, Dept Stat Comp Sci & Math, GILT OR Grp, Pamplona 31006, Spain
[3] Univ Calif Berkeley, Haas Sch Business, Dept Ind Engn & Operat Res, Berkeley, CA 94720 USA
来源:
基金:
欧盟地平线“2020”;
关键词:
automated smart locker;
multiple criteria optimization;
facility location problem;
vehicle routing problem;
capillary distribution;
crowdshipping;
last-mile delivery;
mathematical programming;
PORTFOLIO OPTIMIZATION;
EFFICIENCY;
RISK;
D O I:
10.3390/logistics8020052
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Background: This publication presents a review, multiple criteria optimization models, and a practical example pertaining to the integration of automated smart locker systems, capillary distribution networks, crowdshipping, last-mile delivery and supply chain management. This publication addresses challenges in logistics and transportation, aiming to enhance efficiency, reduce costs and improve customer satisfaction. This study integrates automated smart locker systems, capillary distribution networks, crowdshipping, last-mile delivery and supply chain management. Methods: A review of the existing literature synthesizes key concepts, such as facility location problems, vehicle routing problems and the mathematical programming approach, to optimize supply chain operations. Conceptual optimization models are formulated to solve the complex decision-making process involved in last-mile delivery, considering multiple objectives, including cost minimization, delivery time optimization, service level minimization, capacity optimization, vehicle minimization and resource utilization. Results: The multiple criteria approaches combine the vehicle routing problem and facility location problem, demonstrating the practical applicability of the proposed methodology in a real-world case study within a logistics company. Conclusions: The execution of multi-criteria models optimizes automated smart locker deployment, capillary distribution design, crowdshipping and last-mile delivery strategies, showcasing its effectiveness in the logistics sector.
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页数:29
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