基于模糊程度层次分析法和直觉三角模糊TOPSIS的B2R绿色供应商评价研究
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摘要
针对B2R供应商评价问题,以产品竞争力、服务水平、业务能力、绿色环保能力和发展前景五个方面构建B2R供应商评价指标体系.考虑到B2R供应商评价指标的不确定性和模糊性,用模糊数来描述各指标值,基于模糊程度层次分析法(FEAHP)计算指标权重,并建立直觉三角模糊TOPSIS B2R供应商评价模型.最后,通过算例证明FEAHP和直觉三角模糊TOPSIS具有稳定性和有效性.
In view of the problem of B2R green supplier evaluation, the evaluation index system of B2R supplier is constructed in five aspects: product competitiveness, service level,business ability, ability of green environmental protection and development prospect. Considering uncertainty and fuzziness of B2R supplier evaluation index, this paper uses fuzzy numbers to describe the value of indicators, calculates the weight of every index based on FEAHP method, and establishes an intuitionistic triangular fuzzy TOPSIS supplier evaluar tion model. Finally, the stability and validity of the FEAHP and intuitionistic triangular fuzzy TOPSIS are proved by numerical examples.
In view of the problem of B2R green supplier evaluation, the evaluation index system of B2R supplier is constructed in five aspects: product competitiveness, service level,business ability, ability of green environmental protection and development prospect. Considering uncertainty and fuzziness of B2R supplier evaluation index, this paper uses fuzzy numbers to describe the value of indicators, calculates the weight of every index based on FEAHP method, and establishes an intuitionistic triangular fuzzy TOPSIS supplier evaluar tion model. Finally, the stability and validity of the FEAHP and intuitionistic triangular fuzzy TOPSIS are proved by numerical examples.
引文
[1]李述娟,王明宇,刘淑贞.地域性电商新模式B2R研究[J].电子商务,2013(09):5-6.
[2]郭彬,梁江萍,刘引萍.绿色供应链环境下基于ANP-TOPSIS的供应商评价与选择研[J].科技管理研究,2015(11):229-234
[3]石黎·绿色供应商评价的RS-RBF神经网络模型[J].科技管理研究,2015(09):198-205
[4] Weber C A, Current J R, Benton W C. Vendor selection criteria and Methods[J]. European Journal of Operations Research, 1991(50):2-18.
[5] Chang D Y. Extent analysis and synthetic decision[J]. Optimization Techniques and Applications,1992:1352-355.
[6] Chang D Y. Applications of the extent analysis method on fuzzy AHP[J]. European Journal of Operational Research, 1996, 95(3):649-655.
[7] Lee A H I. A fuzzy supplier selection model with the consideration of benefits opportunities costs and risks[J]. Expert Systems with Applications, 2009, 36(2):2879-2893.
[8] Atanassov K. Intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems, 1986(20):87-96.
[9] Atanassov K. More on intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems, 1989(33):37-46.
[10] Atanassov K. New operations defined over the intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems,1994(61):137-142.
[11]李正焜.基于FEAHP的绿色建筑项目风险模糊综合评价[J].福建建设科技,2014(1):87-90.
[12]徐泽水.直觉模糊信息集成理论及应用[M].科学出版社,2008:1-288.
[13]董绍斌,冯玉强,王雁军.应用直觉模糊集多属性决策TOPSIS方法评价电站机组运行状态[J].动力工程,2009, 29(4):275-283.
[14]陈卓.基于多目标群决策的供应商选择方法[J].科协论坛,2010(10):134-136.
[2]郭彬,梁江萍,刘引萍.绿色供应链环境下基于ANP-TOPSIS的供应商评价与选择研[J].科技管理研究,2015(11):229-234
[3]石黎·绿色供应商评价的RS-RBF神经网络模型[J].科技管理研究,2015(09):198-205
[4] Weber C A, Current J R, Benton W C. Vendor selection criteria and Methods[J]. European Journal of Operations Research, 1991(50):2-18.
[5] Chang D Y. Extent analysis and synthetic decision[J]. Optimization Techniques and Applications,1992:1352-355.
[6] Chang D Y. Applications of the extent analysis method on fuzzy AHP[J]. European Journal of Operational Research, 1996, 95(3):649-655.
[7] Lee A H I. A fuzzy supplier selection model with the consideration of benefits opportunities costs and risks[J]. Expert Systems with Applications, 2009, 36(2):2879-2893.
[8] Atanassov K. Intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems, 1986(20):87-96.
[9] Atanassov K. More on intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems, 1989(33):37-46.
[10] Atanassov K. New operations defined over the intuitionistic fuzzy sets[J]. Fuzzy Sets and Systems,1994(61):137-142.
[11]李正焜.基于FEAHP的绿色建筑项目风险模糊综合评价[J].福建建设科技,2014(1):87-90.
[12]徐泽水.直觉模糊信息集成理论及应用[M].科学出版社,2008:1-288.
[13]董绍斌,冯玉强,王雁军.应用直觉模糊集多属性决策TOPSIS方法评价电站机组运行状态[J].动力工程,2009, 29(4):275-283.
[14]陈卓.基于多目标群决策的供应商选择方法[J].科协论坛,2010(10):134-136.