[1]毛海军,芮维娜,李旭宏.基于不确定条件的再制造物流网络优化设计[J].东南大学学报(自然科学版),2010,40(2):425-430.[doi:10.3969/j.issn.1001-0505.2010.02.040]
 Mao Haijun,Rui Weina,Li Xuhong.Optimal design of logistics network for remanufacturing under uncertainty[J].Journal of Southeast University (Natural Science Edition),2010,40(2):425-430.[doi:10.3969/j.issn.1001-0505.2010.02.040]
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基于不确定条件的再制造物流网络优化设计()
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《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
40
期数:
2010年第2期
页码:
425-430
栏目:
经济与管理
出版日期:
2010-03-20

文章信息/Info

Title:
Optimal design of logistics network for remanufacturing under uncertainty
作者:
毛海军1 芮维娜2 李旭宏1
1 东南大学交通学院,南京 210096; 2 无锡市惠山区运输管理处,无锡 214171
Author(s):
Mao Haijun1 Rui Weina2 Li Xuhong1
1 School of Transportation, Southeast University, Nanjing 210096, China
2 Huishan Transportation Management Service of Wuxi, Wuxi 214171, China
关键词:
物流网络 不确定性 随机规划 混合遗传算法
Keywords:
logistics network uncertainty stochastic programming hybrid genetic algorithm
分类号:
F252
DOI:
10.3969/j.issn.1001-0505.2010.02.040
摘要:
针对废旧产品到达时间和数量、废旧产品回收与再制造产品需求平衡、废旧产品可利用率等不确定性特点,综合考虑多产品、多周期、容量限制等影响因素,将废旧产品回收数量、再制造产品需求数量、废旧产品利用率作为随机参数,以物流网络构建的总成本最小化为目标函数,建立了不确定条件下的随机机会约束规划模型,用以确定物流网络结点设施的位置、数量和物流量.设计了融合随机模拟和线性规划的混合遗传算法对模型进行直接求解,有效提高了算法的局部寻优能力.算例分析表明,基于不确定条件的随机机会约束规划模型比确定条件下模型考虑了更多的实际因素,因此能够更好地满足再制造企业物流战略决策的需要.
Abstract:
Remanufacturing logistics has obvious uncertainty, such as uncertainty of timing and quantity of returned products, balancing between returns of used products with demand for remanufactured products and materials recovered from returned items. The return of used products, demand for remanufactured products and recovery of used products are taken as random parameters, and a stochastic programming model is proposed to minimize the costs of logistics network considering multi-product, multi-cycle, capacity constraints and other factors. The numbers and locations of various logistics facilities and the volume of corresponding products are determined through the established model. A hybrid genetic algorithm integrating stochastic stimulation and linear programming is submitted to efficiently solve the model, which improves the capacity of local optimization. Computation results show that the model can better meet the requirements of remanufacturing companies in strategic decision-making because it takes into account more actual factors compared with the deterministic models.

参考文献/References:

[1] 罗尔夫·施泰因希尔佩.再制造-再循环的最佳形式[M].朱胜,等译.北京:国防工业出版社,2006.
[2] Thierry M.An analysis of the impact of product recovery management on manufacturing companies[D].Rotterdam,Netherlands:Erasmus University,1997.
[3] Jayaraman V,Guide Jr V D R,Srivastava R.A closed-loop logistics model for remanufacturing [J].Journal of the Operational Research Society,1999,50(5):497-508.
[4] Jayaraman V,Patterson R A,Rolland E.The design of reverse distribution networks:models and solution procedures [J].European Journal of Operational Research, 2003,150(1):128-149.
[5] Beamon B M,Fernandes C.Supply-chain network configuration for product recovery [J].Production Planning and Control, 2004,15(3):270-281.
[6] Salema M I G,Barbosa-Povoa A P,Novais A Q.An optimization model for the design of a capacitated multi-product reverse logistics network with uncertainty[J].European Journal of Operational Research,2007,179(3):1063-1077.
[7] 马祖军,张殿业,代颖.再制造逆向物流网络优化设计模型研究[J].交通运输工程与信息学报,2004,2(2):53-58.
  Ma Zujun,Zhang Dianye,Dai Ying.Optimization model of reverse logistics network design for remanufacturing [J].Journal of Transportation Engineering and Information, 2004,2(2):53-58.(in Chinese)
[8] 顾巧论,季建华.再制造/制造系统集成物流网络模糊机会约束规划模型[J].控制理论与应用,2005,22(6):889-894.
  Gu Qiaolun,Ji Jianhua.Fuzzy chance-constrained programming model for the integrated logistics network of remanufacturing/manufacturing system[J].Control Theory and Application, 2005,22(6):889-894.(in Chinese)
[9] 徐滨士.再制造与循环经济[M].北京:科学出版社,2007.
[10] Jayaraman V,Pirkul H.Planning and coordination of production and distribution facilities for multiple commodities[J].European Journal of Operational Research, 2001,133(2):394-408.
[11] 芮维娜.再制造物流网络设计方法研究[D].南京:东南大学交通学院,2008.

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备注/Memo

备注/Memo:
作者简介: 毛海军(1965—),男,博士,教授,博士生导师,maohaijun@seu.edu.cn.
基金项目: 国家自然科学基金资助项目(50575043).
引文格式: 毛海军,芮维娜,李旭宏.基于不确定条件的再制造物流网络优化设计[J].东南大学学报:自然科学版,2010,40(2):425-430. [doi:10.3969/j.issn.1001-0505.2010.02.040]
更新日期/Last Update: 2010-03-20