计算机应用研究2017，Vol.34Issue(8)：2340-2344,5.DOI:10.3969/j.issn.1001-3695.2017.08.024
基于PCA-AHP模型的无车承运人合作伙伴选择研究
Research on transportation enterprise partner selection of no-caroperating carrier based on PCA-AHP model
摘要
Abstract
In order to choose no-car operating carrier''s cooperative partners, improve operational efficiency and reduce risk, this paper established a PCA-AHP partner selection model.Establishing no-car operating carrier''s partner selection index system including 16 indices according to the influence factors of partner selection, AHP model calculated the comprehensive weights, based on the principal component analysis (PCA) of partner selection index system.Taking a no-car operating carrier with 10 candidate partners as a case study, it extracted 5 principal components whose cumulative variance contribution rate was 82.81%, and used analytic hierarchy process to make principal component analysis training and weights computation of the data.The calculating result shows that transportation service quality is the key factor to influence no-car operating carrier''s partner selection, and the model has effectiveness and practicability, which can provide decision-making basis for no-car ope-rating carrier''s partner selection.关键词
道路运输/无车承运人/伙伴选择/PCA-AHP模型Key words
highway transportation/no-car operating carrier/partner selection/PCA-AHP model分类
信息技术与安全科学引用本文复制引用
常连玉,胡大伟,陈海蓉,甘家华,陈海燕..基于PCA-AHP模型的无车承运人合作伙伴选择研究[J].计算机应用研究,2017,34(8):2340-2344,5.基金项目
国家自然科学基金资助项目(51278057) （51278057）
交通运输部应用基础研究项目(2014319226270) （2014319226270）
国家教育部人文社科研究一般项目(15YJCZH093,16XJCZH002) （15YJCZH093,16XJCZH002）
