一类新的供应链超网络设计模型及其网络转化方法

工业工程 ›› 2013, Vol. 16 ›› Issue (2): 53-58.

一类新的供应链超网络设计模型及其网络转化方法

1.西南交通大学交通运输与物流学院,四川成都 610031; 2.西南科技大学经济管理学院，四川绵阳 621010

出版日期:2013-04-30 发布日期:2013-06-08
作者简介:甘蜜（1984-），女，湖南省人，讲师，博士，主要研究方向为供应链网络优化、网络流算法、超网络.
基金资助:
中央高校基本科研业务创新基金资助项目

A Novel Supply Chain Super-Network Design Model and Network Conversation Method

1.College of Transportation and logistics, Southwest Jiaotong University, Chengdu 610031, China; 
2. Department of Logistics Management, Southwest University of Science and Technology, Mianyang 621010, China

Online:2013-04-30 Published:2013-06-08

摘要/Abstract

摘要： 供应链网络整体结构的设计问题越来越得到重视，现实社会中的供应链网络是非常复杂的，这样的网络属于超网络范畴。通过对这一复杂网络多层特征和多维特征的分析，供应链超网络设计问题整合考虑交通网络规划和物流需求时间维度来进行优化，先给出了其超网络拓扑结构；开发了相应的平面超网络转化方法。在上述研究的基础上，构建了等效的数学优化模型。此类优化模型更为符合现实，随机生成数据开展的实验表明模型具有很强的适用性和有效性。

关键词: 供应链网络设计, 超网络, 遗传算法

Abstract: The overall network design problem for supply chain has been gaining more and more attention. The realistic supply chain network is remarkably comprehensive. Such a network is of super-network scope. After analyzing the multi-layer and multi-dimension properties of such a comprehensive network, it shows that the transportation network planning and logistics time demand should be integrated into supply chain super-network design. Based on the analysis, the topology for the super-network is proposed. Then, corresponding brief network conversation methods are developed. Subsequently, the equivalent mathematic models are given. This obtained optimization model is realistic. The feasibility and effectiveness of the model are proved by numerical testing with randomly generated data.

Key words: supply chain network design, supernetwork, genetic algorithms

甘蜜1，闫英2，陈思1. 一类新的供应链超网络设计模型及其网络转化方法[J]. 工业工程, 2013, 16(2): 53-58.

Gan Mi1, Yan Ying2, Chen Si1. A Novel Supply Chain Super-Network Design Model and Network Conversation Method[J]. Industrial Engineering Journal , 2013, 16(2): 53-58.

参考文献

［1］马士华，林勇，陈志祥. 供应链管理［M］.北京：机械工业出版社，2005. ［2］黄小原.供应链模型与优化［M］.北京:科学出版社，2004. ［3］刘波，孙林岩. 从供应链到需求流动网［J］.工业工程，2007, 10（2）：1-6. Liu Bo, Sun Lin-yan. From supply chain to demand flow network［J］. Industrial Engineering Journal，2007, 10（2）：1-6. ［4］陈剑，蔡连侨. 供应链建模与优化［J］.系统工程理论与实践，2001(6):26-33. Chen Jian, Cai Lian-qiao.Supply chain modeling and optimization［J］. Systems Engineering theory and practice, 2001(6):26-33. ［5］刘先锋，刘士通，刘丹. 供应链网络设计优化模型研究［J］.物流技术, 2006(7): 167-169. Liu Xian-feng, Liu Shi-tong, Liu Dan. Study on optimized model of SC network design［J］. Logistics Technology, 2006(7): 167-169. ［6］Melo M T, Nickel S, Saldanha-da-Gama F. Dynamic multi-commodity capacitated facility location: A mathematical modeling framework for strategic supply chain planning［J］. Computers & Operations Research,2006,33(1):181-208. ［7］Jayaraman V, Luo Y. Creating competitive advantages through new value creation: A reverse logistics perspective［J］.Academy of Management Perspectives, 2007, 21(2): 56-73. ［8］Albert R, Barabasi A L. Statistical mechanics of complex networks Review［J］. Modern Physics, 2002,74(1):47-97. ［9］Barrat A, Barthelemy M, Vespignani A. Modeling the evolution of weighted networks［J］. Physical Review E, 2004,70(6): 66-149. ［10］Nagurney A, Woolley T, Qiang Q. Multiproduct supply chain horizontal network integration: models, theory, and computational results［J］. International Transactions in Operational Research, 2010,17(3):333-349. ［11］田俊峰, 杨梅, 岳劲峰. 具有遗憾值约束的鲁棒供应链网络设计模型研究［J］. 管理工程学报,2012, 26(1):48-55. Tian Jun-feng, Yang Mei, Yue Jin-feng. Research on supply chain network design model with regret value［J］. Journal of Industrial Engineering and Engineering Management, 2012, 26(1):48-55. ［12］张学龙, 王道平, 赵相忠. 区间灰色时滞特征的供应链建模及稳定性分析［J］. 工业工程,2012, 15(3):20-23. Zhang Xuelong, Wang Dao-ping, Zhao Xiang-zhong. Modeling and its stability analysis of supply chain with grey and time delay properties［J］. Industrial Engineering Journal, 2012,15(3):20-23. ［13］Gong P. Capacitated network design with column generation［C］. Industrial and Systems Engineering, Georgia Institute of Technology. CA:Atlanta, 1995. ［14］国家计划委员会. 厂矿道路设计规范［M］.北京：中国计划出版社，2007. ［15］李广, 赵道致. 供应链网络的无标度特性研究［J］.工业工程，2012, 15(1):28-32. Li Guang, Zhao Daozhi. A study on the scalefree characteristics of supply chain network［J］. Industrial Engineering Journal, 2012,15(1):28-32. ［16］甘蜜. 供应链网络设计问题中的物流需求研究［J］. 广东工业大学学报:社会科学版，2012,12(1):18-24. Gan Mi. A research on logistics demand in supply chain network design［J］. Journal of Guangdong University of Technology:Social Sciences Edition, 2012,12(1): 18-24. ［17］Melkote S, Daskin M S. An integrated model of facility location and transportation network design［J］. Transportation Research, 2001, 35(6): 515-538. ［18］Luis A M, David Z Z. Multi-objective ant colony optimisation: A meta-heuristic approach to supply chain design［J］. International Journal of Production Economics, 2011, 131(1): 407-420.

[1]	董海, 吴瑶. 基于PIWOA的绿色闭环供应链网络多目标模糊优化设计[J]. 工业工程, 2021, 24(4): 27-35.
[2]	张正敏, 管在林, 岳磊. 基于Lévy Flight的混合GA在柔性作业车间调度问题中的性能分析[J]. 工业工程, 2021, 24(4): 83-92.
[3]	王晓军, 王博, 晋民杰, 杨春霞, 白新利. 改进多种群遗传算法的AutoStore系统多AGV调度优化[J]. 工业工程, 2021, 24(4): 112-118,167.
[4]	王莹莹, 吴立云. 基于改进NSGA-II的多项目多技能人力资源调度研究[J]. 工业工程, 2021, 24(3): 130-138.
[5]	曾创锋, 刘建军, 陈庆新, 毛宁. 求解一类无关并行机调度的遗传迭代贪心算法[J]. 工业工程, 2021, 24(2): 110-118.
[6]	黄露, 纪延光. 考虑顾客延误损失的配送中心选址双层规划问题研究[J]. 工业工程, 2021, 24(2): 141-147.
[7]	王冰怡, 张锦. 考虑网点共享与变更的多级快递网点选址问题[J]. 工业工程, 2021, 24(2): 155-165.
[8]	马跃如, 文铮, 易丹. 考虑老年人满意度的多目标居家养老护理员路径优化[J]. 工业工程, 2021, 24(1): 74-81,103.
[9]	王玖河, 高辉, 刘欢. 基于遗传算法的共享助力车调度问题研究[J]. 工业工程, 2021, 24(1): 90-96.
[10]	吴斌, 宋琰, 程晶, 董敏. 基于密度峰值聚类的VRPTW问题研究[J]. 工业工程, 2020, 23(5): 58-66,74.
[11]	王苏林, 邱菲尔, 陈凡, 刘川昆, 鹿腾, 王芷芸. 基于贪心遗传的地下物流节点选择规划研究[J]. 工业工程, 2020, 23(5): 88-95.
[12]	侯艳, 黄康焕, 张亿仙, 伍乃骐. 原油一次加工过程的多目标调度优化[J]. 工业工程, 2020, 23(4): 131-139.
[13]	王泽, 杨信丰, 刘兰芬. 考虑电量消耗的车辆调度优化研究[J]. 工业工程, 2020, 23(4): 140-147.
[14]	曾垂飞, 刘建军, 陈庆新, 毛宁. 装配作业车间分批调度问题的算法对比[J]. 工业工程, 2020, 23(4): 174-182.
[15]	张巍, 李鹏翔, 仝自强, 岳毅蒙. 基于损坏车辆分布预测与损益阈值分析下的共享单车回收研究[J]. 工业工程, 2020, 23(3): 132-137.