基于多阶段模糊规模效应量化的TMC模式下供应链调度优化研究

doi:10.12005/orms.2019.0175

运筹与管理 ›› 2019, Vol. 28 ›› Issue (8): 59-68.DOI: 10.12005/orms.2019.0175

基于多阶段模糊规模效应量化的TMC模式下供应链调度优化研究

李民, 锁立赛, 姚建明

中国人民大学商学院,北京 100872

收稿日期:2017-04-22 出版日期:2019-08-25
作者简介:李民(1989-),男,山东阳信人,博士研究生,研究方向:供应链与物流管理,战略管理;锁立赛(1993-),男,安徽亳州人,博士研究生,研究方向为:物流与供应链管理;姚建明(1974-),男,山西临猗人,中国人民大学中国企业创新发展研究中心主任,教授,博士生导师。研究方向为物流与供应链管理、运营管理、战略管理等,本文通讯作者。
基金资助:
国家自然科学基金面上项目(71472183)

Research on Supply Chain Scheduling Optimization under TMC Mode Basedon Multistage Fuzzy Scale Effect Quantification

LI Min, SUO Li-sai, YAO Jian-ming

Business School, Renmin University of China, Beijing 100872, China

Received:2017-04-22 Online:2019-08-25

摘要/Abstract

摘要： 旅游大规模定制(Tourism Mass Customization, TMC)模式实施的关键是通过对旅游供应链的调度优化处理旅游活动的“规模效应”与游客“个性化需求”之间的矛盾问题。运用经济学及模糊数学的理论方法分析并实现了TMC模式下存在的多阶段模糊规模效应量化处理。构建了引入规模效应量化的服务成本最小化、引入模糊时间窗的顾客满意度最大化及供应链协同度最大化为优化目标的TMC模式下多目标供应链调度优化模型。最后,通过蚁群算法实现TMC模式下多调度优化目标的求解并对优化效果进行对比研究。研究结果表明,TMC模式下供应链调度中旅游活动存在多阶段模糊规模效应并且可以量化处理;TMC模式中的规模效应具有合理的区间范围,旅游企业应注重规模效应与其他目标的均衡;蚂蚁算法在求解TMC模式下多目标优化问题方面不仅收敛速度快,而且通过对多调度目标优化效果的对比检验表明,性能稳健优良。

关键词: 旅游大规模定制(TMC), 供应链调度, 多阶段活动, 模糊规模效应量化

Abstract: The key of the implementation of Tourism Mass Customization is to deal with the contradiction between the “scale effect” of tourism activities and the “personalized demand” of tourists through the scheduling of tourism supply chain. Based on the theory of economics and fuzzy mathematics, we analyse and deal with the multistage fuzzy scale effect under TMC mode. The multi-objective supply chain scheduling optimization model is built under TMC mode, which includes the minimization of service cost based on scale effect quantification, the maximization of the customer satisfaction based on the fuzzy time window and the maximization of the supply chain synergy. Finally, ant colony algorithm is applied to solve the problem of multi-objective scheduling optimization under TMC mode, and the optimization effect is compared. The research results show that there exists multistage fuzzy scale effect in TMC scheduling, and it can be quantified; The scale effect of TMC mode has a reasonable interval range. Tourism enterprises should pay attention to the balance between scale effect and other goals; Ant algorithm not only has fast convergence speed in solving the multi-objective optimization problem in TMC mode, but also shows that the algorithm can quickly achieve multi-objective optimization and excellent performance.

Key words: tourism mass customization(TMC), supply chain scheduling, multistage activities, fuzzy scale effect quantification

中图分类号:

F272.3

李民, 锁立赛, 姚建明. 基于多阶段模糊规模效应量化的TMC模式下供应链调度优化研究[J]. 运筹与管理, 2019, 28(8): 59-68.

LI Min, SUO Li-sai, YAO Jian-ming. Research on Supply Chain Scheduling Optimization under TMC Mode Basedon Multistage Fuzzy Scale Effect Quantification[J]. Operations Research and Management Science, 2019, 28(8): 59-68.

参考文献

[1] 程德通.大规模定制:旅游业服务运作新模式[J].哈尔滨学院学报,2011,32(11):29.
[2] 徐扬,步一,颜杨洋.基于大规模个性化定制模式的旅游企业管理研究[J].旅游经济,2016,(1):150.
[3] 姚建明.战略供应链管理[M].北京:中国人民大学出版社,2014.
[4] Leiper N. The framework of tourism[J]. Annals of Tourism Research, 1979, 6(4) : 390-407.
[5] 战勇.旅游企业大规模定制化服务运行机制与策略探讨[J].金融经济,2012,(8):26-28.
[6] 刘民坤,何华.现代旅游业的界定与提升[J].管理世界,2013,8:177-178.
[7] 乔玉霞.现代旅游业的特点[J].财贸经济,1986.39-41.
[8] 喻小航.旅游业与服务业的分界[J].西南师范大学学报,2003,29(3):98-100.
[9] 莫曙利.基于O2O的大规模定制旅游服务价值链优化研究[D].长沙:湖南大学,2016.17-18.
[10] 姚建明.基于多阶段差别规模效应的SMC供应链调度优化[J].管理学报,2015,12(1):126-133.
[11] 姚建明.服务大规模定制下的供应链调度优化[J].运筹与管理,2015,24(1):15-17.
[12] Lee Y, Jeong C, Moon C. Advanced planning and scheduling with outsourcing in manufacturing supply chain[J]. Computers & Industrial Engineering, 2002, 43(2): 351-374.
[13] Moon C, Lee Y, Jeong C, Yun Y. Integrated process planning and scheduling in a supply chain[J]. Computers & Industrial Engineering, 2008, 54(4): 1048-1061.
[14] Zegordi S, Abadi I, Nia M. A novel genetic algorithm for solving production and transportation scheduling in a two-stage supply chain[J]. Computers & Industrial Engineering, 2010, 58(3): 373-381.
[15] Tormos P, Lova A. Tools for resource-constrained project scheduling and control: forward and backward slack analysis[J]. Journal of the Operations Research Society, 2001,52(7): 779-788.
[16] Sahin F, Powell R E, Gao L L. Master production scheduling policy and rolling schedules in a two-stage make-to-order supply chain[J]. International Journal of Production Economics, 2008, 115(2): 528-541.
[17] Yao J M. Supply chain scheduling optimization in mass customization based on dynamic profit preference and application case study[J]. Production Planning & Control, 2011, 22(7): 690-707.
[18] 姚建明.复杂动态供应链计划调度中的协作成员选择决策[J].运筹与管理,2012,21(3):51-61.
[19] 姚建明.引入整合风险的4PL模式下供应链资源整合优化[J].管理学报,2011,8(8):1221-1229.
[20] 孙晓琳,金淳,马琳,王文波.云制造环境下基于本体和模糊QoS的供应商匹配方法[J].中国管理科学,2018,26(1):128-133.
[21] 卢小丽,付帼.红色旅游质量、满意度与游客忠诚研究—以井冈山景区为例[J].管理评论,2018,30(2):1227-133.
[22] 刘洪玉,李妍.基于模糊数学的房地产批量评估[J].清华大学学报(自然科学版),2017,57(11):1203-1206.
[23] 罗耀波,孙延明.基于模糊时间窗的带容积约束选址路径问题[J].系统工程,2014,32(1):19-24.
[24] 饶凯.大规模定制环境下供应链实施延迟生产的优化决策研究[D].重庆:重庆大学,2010.
[25] 窦建华.基于蚁群算法的MC供应链协调仿真系统研究[D].上海:同济大学,2006.
[26] 黄学文,张晓彤,艾亚晴.基于模糊时间窗的带容积约束选址路径问题[J].计算机集成制造系统,2017,24(3):2-16.

基于多阶段模糊规模效应量化的TMC模式下供应链调度优化研究

Research on Supply Chain Scheduling Optimization under TMC Mode Basedon Multistage Fuzzy Scale Effect Quantification

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 1

编辑推荐

Metrics