Research on Supply Chain Performance Evaluation Based on Rough Set and SVM

For implementing supply chain management effectively, a manufacturing supply chain performance evaluation method was very important. Based on the comprehensive evaluation index system of supply chain performance evaluation, a new evaluation model with support vector machine (SVM) and rough set is founded. Rough set is introduced to reduce numbers of evaluation indicators, thus reducing the dimensions of the input space of SVM. Finally, a example is provided to validate the proposed method. The findings indicate that the method proposed in this paper is a useful tool for solving the supply chain performance evaluation.