Multiattribute Fuzzy Decision Evaluation Approach and Its Application in Enterprise Competitiveness Evaluation

Li Jing; Sun Yue; Gong LinglingChai NanaYin Yanfei

首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >Multiattribute Fuzzy Decision Evaluation Approach and Its Application in Enterprise Competitiveness Evaluation

【24h】

Multiattribute Fuzzy Decision Evaluation Approach and Its Application in Enterprise Competitiveness Evaluation

机译：Multiattribute Fuzzy Decision Evaluation Approach and Its Application in Enterprise Competitiveness Evaluation

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相关主题

摘要

Multiattribute decision-making approach is one of the key complex system evaluation technologies which has attracted high attention of academic research studies. This paper establishes a novel multiattribute decision evaluation approach. First, we propose a high-dimensional data attribute reduction model based on partial correlation analysis and factor analysis methods. Second, based on the attribute weights calculated by multiple weighting methods, the corresponding multiple evaluation score vectors of the objects evaluated can be obtained. The final scoring vector can be determined by combining the quadratic combination weighting and the Spearman consistency test. Third, we use fuzzy C-means algorithm to grade evaluated objects. Finally, the established evaluation approach in this paper is verified by using the 107 observations in China. This approach also provides a decision-making example for attribute reduction of high-dimensional data, scoring of complex system evaluation, and clustering analysis when conducting evaluation in other fields.

著录项

来源
《Mathematical Problems in Engineering: Theory, Methods and Applications》 |2021年第12期|8867752.1-8867752.11|共11页
作者
Li Jing; Sun Yue; Gong LinglingChai NanaYin Yanfei;
展开▼
作者单位

Univ Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China;

Financial Res & Study Ctr, Shanghai Golden Educ, Shanghai 200008, Peoples R China;

Northwest A&F Univ, Coll Econ & Management, Yangling 712100, Shaanxi, Peoples R ChinaUniv Int Business & Econ, Sch Int Trade & Econ, Beijing 100029, Peoples R China|Renmin Univ China, Sch Econ, Res Inst China Dev Bank, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Lab & Human Resources, Beijing 100872, Peoples R China;

展开▼
收录信息
原文格式 PDF
正文语种英语
中图分类
关键词

Multiattribute Fuzzy Decision Evaluation Approach and Its Application in Enterprise Competitiveness Evaluation

摘要

著录项

相关主题

期刊订阅