中国烟草学报2024，Vol.30Issue(4)：105-112,8.DOI:10.16472/j.chinatobacco.2022.081
面向商业物流的条烟快速组包优化
Rapid Cigarette Packing Optimization for Commercial Logistics
摘要
Abstract
[Background]Due to the variability in specifications of different cigarette brands and the diversity of order plans,the packing of cigarettes poses significant challenges for tobacco companies.[Methods]In this paper,the minimum number of packets,the stability of the package type,the regularity of the package type and the unpacking balance are selected as the target indicators of the packaging scheme.A three-dimensional packaging model is constructed,and the optimal packaging scheme is determined by means of six heuristic algorithms including improved honey badger algorithm so as to meet the efficient packaging needs of enterprises.[Results](1)The three-dimensional packaging model constructed in this paper is very suitable for solving the complex packaging problem of tobacco factory;(2)The optimization effect of the Improved Honey Badger Algorithm(IHBA)is remarkable.Compared to the Particle Swarm Optimization(PSO),its performance in terms of optimal value,worst value,average value,and average iteration times improved by 45%,7%,36.7%,and 52.1%,respectively.[Conclusion]The optimal packing system constructed in this study can stably and quickly output the best packing scheme.The specifications and quantities of cigarettes can be adjusted flexibly according to orders,demonstrating strong adaptability and portability.关键词
条烟组包/三维组包模型/改进蜜獾算法/启发式算法/优化理论Key words
cigarette packing/3D packaging model/improved honey badger algorithm/Heuristic algorithm/optimization theory引用本文复制引用
岳华,朱玲,姚正亚,李全梁,杨虹君,殷实,王晓芳..面向商业物流的条烟快速组包优化[J].中国烟草学报,2024,30(4):105-112,8.基金项目
云南省科技计划项目"多式联运集成技术与智能装备研发"(No.202102AC080003) （No.202102AC080003）
红云红河烟草(集团)有限责任公司科技项目"卷烟成品智慧物流园区建设研究"(No.HYHH2020XX03) （集团）
昆明船舶设备集团有限公司科技项目"智能卷烟配送中心规划设计及配套设备研发"(No.KC2021101) （No.KC2021101）
