Evaluation Model Based on Support Vector Machine for Green Coal Supplier in Electric Power Supply Chain

摘要：

the green supplier evaluation is of great importance for the green supply chain management. Unlike other industries, the thermal power supply chain has its own characteristic, therefore the green coal suppler evaluation models should differ from those of other industry. In this paper, an evaluation index system for green coal suppler is established according to the characteristic of the thermal power supply chain. Then, the principle component analysis (PCA) is used to create the main evaluation indexes and support vector machine (SVM) is adopted for the evaluation model. The practical examples show that the model established in this paper outperforms others in evaluation accuracy.

关键词： component greensupplychainmanagement supplierevaluation supportvectormachine principlecomponentanalysis

作者: Qiang Wang Kin Keung Lai Dongxiao Niu

作者单位: School of business and managementNorth China Electric Power UniversityBeijing, China Department of Management ScienceCity University of Hong KongKowloon, Hong Kong School of business and management North China Electric Power University Beijing, China

会议类型: 国际会议

会议名称: 2011 International Conference on Business Management and Electronic Information(2011商业管理与电子信息国际学术会议 BMEI2011)

会议地点: 广州

会议语种:英文

页码: 1-5

在线出版日期: 2011-05-13（万方平台首次上网日期，不代表论文的发表时间）