基于余弦相似性的供应商选择方法

被引:9
作者
张莉 [1 ,2 ]
夏佩佩 [1 ]
李凡长 [1 ,2 ]
机构
[1] 苏州大学计算机科学与技术学院
[2] 苏州大学江苏省计算机信息处理技术重点实验室
关键词
TOPSIS; 余弦相似性; 供应商选择; 多属性决策; 欧氏距离;
D O I
暂无
中图分类号
F274 [企业供销管理]; O225 [对策论(博弈论)];
学科分类号
1201 ; 070105 ;
摘要
提出一种基于余弦相似性的改进TOPSIS(technique for order preference by similarity to ideal solution)法并将其应用于解决供应商选择的问题。夹角余弦的距离度量方式隐含了传统TOPSIS法中属性权重,提高了决策的客观性。在供应商选择的实例上证明了所提方法有较强的科学性和合理性。
引用
收藏
页码:1 / 6
页数:6
相关论文
共 20 条
[1]  
Multiple attribute decision making: methods and applications. Hwang CL, Yoon KS. Berlin . 1981
[2]  
TOPSIS approach to prioritize critical success factors of TQM. MEHRALIAN G,NAZARI J A,RESEKH H R,et al. Tqm Journal . 2016
[3]  
Supplier selection based on supplier risk:an ANP and fuzzy TOPSIS approach. ALI S,MEHRAN T,HOSSEIN S,et al. M athematics and Computer Science . 2011
[4]  
A neural network application to subcontractor rating in construction firms[J] . Vito Albino,A Claudio Garavelli. &nbspInternational Journal of Project Management . 1997 (1)
[5]   A fuzzy satisficing method for electric power plant coal purchase using genetic algorithms [J].
Shiromaru, I ;
Inuiguchi, M ;
Sakawa, M .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2000, 126 (01) :218-230
[6]  
Global supplier development considering risk factors using fuzzy extended AHP-based approach[J] . Felix T.S. Chan,Niraj Kumar. &nbspOmega . 2005 (4)
[7]   A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method [J].
Boran, Fatih Emre ;
Genc, Serkan ;
Kurt, Mustafa ;
Akay, Diyar .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) :11363-11368
[8]   A fuzzy AHP-TOPSIS framework for ranking the solutions of Knowledge Management adoption in Supply Chain to overcome its barriers [J].
Patil, Sachin K. ;
Kant, Ravi .
EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (02) :679-693
[9]  
Selection and performance assessment of Phase Change Materials for heating, ventilation and air-conditioning applications[J] . Monisha Rastogi,Aditya Chauhan,Rahul Vaish,Anil Kishan. &nbspEnergy Conversion and Management . 2015
[10]  
决策理论与方法[M]. 科学出版社 , 岳超源编著, 2003