随机条件下装备制造企业绿色供应商选择模型研究
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摘要
当前,资源和环境压力日益突出,企业不断受到开展环境友好活动的压力。绿色供应商选择作为绿色供应链管理的重要组成部分和基础,同时也是制造企业实施绿色生产的重要保障。本文针对交货数量不确定条件下装备制造企业的绿色供应商选择与订货量分配问题,以采购成本、环境效益及产品拖期程度为准则,建立考虑生产物料齐套要求和最小加工批量约束的不确定整数规划模型。首先,对随机机会约束进行确定性转化,然后基于缩小求解空间的思想,提出两阶段启发式算法对模型进行求解。通过实验算例验证了模型和算法的有效性,敏感性分析结果可为装备制造企业绿色供应商选择提供理论指导。
引文
[1]刘晓,李海越,王成恩,储诚斌.供应商选择模型与方法综述[J].中国管理科学,2004,01:140-149.
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[6]Wu D,Wu D D,Zhang Y,et al.Supply chain outsourcing risk using an integrated stochastic-fuzzy optimization approach[J].Information Sciences An International Journal,2013,235(6):242-258.
[7]Kannan D,Khodaverdi R,Olfat L,et al.Integrated fuzzy multi criteria decision making method and multi-objective programming approach for supplier selection and order allocation in a green supply chain[J].Journal of Cleaner Production,2013,47(9):355-367.
[8]吴坚,曹清玮.不确定决策环境下绿色供应商选择方法研究[J].运筹与管理,2012,21(1):220-225.
[9]吴立云,杨玉中.基于粗糙集-熵理论的绿色供应商选择模型研究[J].工业工程与管理,2011,16(2):34-39.
[10]Govindan K,Sivakumar R.Green supplier selection and order allocation in a low-carbon paper industry:integrated multi-criteria heterogeneous decision-making and multi-objective linear programming approaches[J].Annals of Operations Research,2015,238(1):1-34.
[11]Wu C,Barnes D.An integrated model for green partner selection and supply chain construction[J].Journal of Cleaner Production,2015,112.
[12]刘宝碇,赵瑞清.随机规划与模糊规划[M].北京:清华大学出版社,1998.75-88.
[13]R.Ufuk Bilsel,A.Ravindran.A multiobjective chance constrained programming model for supplier selection under uncertainty[J].Transportation Research Part B,2011,45:1284-1300.
[14]Nima Esfandiari,Mehdi Seifbarghy.Modeling a stochastic multi-objective supplier quota allocation problem with price-dependent ordering[J].Applied Mathematical Modelling,2013,37:5790-5800.
[15]Masud,A.S.M.,Ravindran,A.Multi criteria decision making.In:Ravindran,A.(Ed.),[M]Operations Research and Management Science Handbook.CRC Press,Boca Raton,pp.5.1-5.4.
[2]周荣喜,马鑫,李守荣.基于ANP-RBF神经网络的化工行业绿色供应商选择[J].运筹与管理,2012,21(1):212-219.
[3]王煦,王道平,王燕.基于因子分析的我国钢铁企业绿色供应商选择指标实证研究[J].软科学,2009,23(10):46-49.
[4]Govindan K,Jafarian A,Nourbakhsh V.Bi-objective integrating sustainable order allocation and sustainable supply chain network strategic design with stochastic demand using a novel robust hybrid multi-objective metaheuristic[J].Computers&Operations Research,2015,62(C):112-130.
[5]Azadnia A H,Saman M Z M,Wong K Y.Sustainable supplier selection and order lot-sizing:an integrated multiobjective decision-making process[J].International Journal of Production Research,2014,volume 53(2):383-408(26).
[6]Wu D,Wu D D,Zhang Y,et al.Supply chain outsourcing risk using an integrated stochastic-fuzzy optimization approach[J].Information Sciences An International Journal,2013,235(6):242-258.
[7]Kannan D,Khodaverdi R,Olfat L,et al.Integrated fuzzy multi criteria decision making method and multi-objective programming approach for supplier selection and order allocation in a green supply chain[J].Journal of Cleaner Production,2013,47(9):355-367.
[8]吴坚,曹清玮.不确定决策环境下绿色供应商选择方法研究[J].运筹与管理,2012,21(1):220-225.
[9]吴立云,杨玉中.基于粗糙集-熵理论的绿色供应商选择模型研究[J].工业工程与管理,2011,16(2):34-39.
[10]Govindan K,Sivakumar R.Green supplier selection and order allocation in a low-carbon paper industry:integrated multi-criteria heterogeneous decision-making and multi-objective linear programming approaches[J].Annals of Operations Research,2015,238(1):1-34.
[11]Wu C,Barnes D.An integrated model for green partner selection and supply chain construction[J].Journal of Cleaner Production,2015,112.
[12]刘宝碇,赵瑞清.随机规划与模糊规划[M].北京:清华大学出版社,1998.75-88.
[13]R.Ufuk Bilsel,A.Ravindran.A multiobjective chance constrained programming model for supplier selection under uncertainty[J].Transportation Research Part B,2011,45:1284-1300.
[14]Nima Esfandiari,Mehdi Seifbarghy.Modeling a stochastic multi-objective supplier quota allocation problem with price-dependent ordering[J].Applied Mathematical Modelling,2013,37:5790-5800.
[15]Masud,A.S.M.,Ravindran,A.Multi criteria decision making.In:Ravindran,A.(Ed.),[M]Operations Research and Management Science Handbook.CRC Press,Boca Raton,pp.5.1-5.4.