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| Content Provider | Springer Nature Link |
|---|---|
| Author | Xian, Sidong Qiu, Dong Zhang, Shiyun |
| Copyright Year | 2013 |
| Abstract | Effective performance management is critical to efficient supply chain management systems with the balanced scorecard as well as to effective evaluation models and their algorithms. Problems often encountered in the modeling of the balanced scorecard for supply chain are how to overcome the multicollinearity in its index system. In this paper, a new fuzzy hierarchical evaluation model featuring the criteria of the balanced supply chain scorecard is proposed and analyzed on the basis of data about Chinese firms. The model, based on the fuzzy weight’s matrix derived from a fuzzy principal component analysis, overcomes the multicollinearity in the index system of the balanced supply chain scorecard. This method proves good performance in determining the weight distribution matrix of the fuzzy hierarchical evaluation and improves the evaluation accuracy and generalization as shown for a group of firms in western China. |
| Starting Page | 518 |
| Ending Page | 535 |
| Page Count | 18 |
| File Format | |
| ISSN | 00223239 |
| Journal | Journal of Optimization Theory and Applications |
| Volume Number | 159 |
| Issue Number | 2 |
| e-ISSN | 15732878 |
| Language | English |
| Publisher | Springer US |
| Publisher Date | 2013-05-25 |
| Publisher Place | Boston |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Fuzzy principal component analysis Fuzzy hierarchical evaluation model Multicollinearity Performance management Balance scorecard Calculus of Variations and Optimal Control; Optimization Optimization Theory of Computation Applications of Mathematics Engineering Operations Research/Decision Theory |
| Content Type | Text |
| Resource Type | Article |
| Subject | Applied Mathematics Control and Optimization Management Science and Operations Research |
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