同济大学学报（自然科学版）2012，Vol.40Issue(12)：1899-1904,6.DOI:10.3969/j.issn.0253-374x.2012.12.027
一种综合的供应商评价方法
Supplier Evaluation Based on Synthesis Method of Principal Component Analysis, Data Envelopment Analysis and Analytic Hierarchy Process
摘要
Abstract
A new synthesis method of analytic hierarchy process (AHP), principal component analysis (PCA) and data envelopment analysis (DEA) was proposed to solve the vendor selection problem. And a case study was made on the method. The study result was compared with those by synthesis method of AHP and DEA. The result shows that the synthesis method can effectively eliminate the data redundancy and it can avoid overlapping evaluation caused by principle co-relationship.关键词
供应商评价/主成分分析/数据包络法/层次分析法Key words
vendor selection problem/principle component analysis (PCA)/data envelopment analysis (DEA)/analytic hierarchy process (AHP)分类
管理科学引用本文复制引用
范琛,王效俐..一种综合的供应商评价方法[J].同济大学学报（自然科学版）,2012,40(12):1899-1904,6.基金项目
国家自然科学基金(70772077) （70772077）
