An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks
This paper proposes a novel integrated super efficiency method for ranking decision making units using data envelopment analysis. The integrated method is based on the effect of removing a unit from all possible aggregated units using Shannon entropy approach. In contrasted with the classical super...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Qom University of Technology
2025-06-01
|
| Series: | Mathematics and Computational Sciences |
| Subjects: | |
| Online Access: | https://mcs.qut.ac.ir/article_721789_3b8bf1cea99d11183e866ff3b075adca.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849702327969120256 |
|---|---|
| author | Mojtaba Ghiyasi Ning Zhu |
| author_facet | Mojtaba Ghiyasi Ning Zhu |
| author_sort | Mojtaba Ghiyasi |
| collection | DOAJ |
| description | This paper proposes a novel integrated super efficiency method for ranking decision making units using data envelopment analysis. The integrated method is based on the effect of removing a unit from all possible aggregated units using Shannon entropy approach. In contrasted with the classical super efficiency method, we do not face infeasibility in our model. This is due to the fact that we do not alter the efficiency frontier in our model. An application of the proposed models for ranking Chinese commercial banks demonstrates the practical relevance and advanced future of our method. |
| format | Article |
| id | doaj-art-b1ba3480b2454559949fca4ae2eb456e |
| institution | DOAJ |
| issn | 2717-2708 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Qom University of Technology |
| record_format | Article |
| series | Mathematics and Computational Sciences |
| spelling | doaj-art-b1ba3480b2454559949fca4ae2eb456e2025-08-20T03:17:40ZengQom University of TechnologyMathematics and Computational Sciences2717-27082025-06-0162647110.30511/mcs.2025.2047893.1263721789An integrated super efficiency index based on entropy approach: the case of Chinese commercial banksMojtaba Ghiyasi0Ning Zhu1Faculty of Industrial Engineering and Management Science, Shahrood University of TechnologySchool of Economics and Statistics, Guangzhou UniversityThis paper proposes a novel integrated super efficiency method for ranking decision making units using data envelopment analysis. The integrated method is based on the effect of removing a unit from all possible aggregated units using Shannon entropy approach. In contrasted with the classical super efficiency method, we do not face infeasibility in our model. This is due to the fact that we do not alter the efficiency frontier in our model. An application of the proposed models for ranking Chinese commercial banks demonstrates the practical relevance and advanced future of our method.https://mcs.qut.ac.ir/article_721789_3b8bf1cea99d11183e866ff3b075adca.pdfdate envelopment analysisrankingsuper efficiencyshannon entropy |
| spellingShingle | Mojtaba Ghiyasi Ning Zhu An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks Mathematics and Computational Sciences date envelopment analysis ranking super efficiency shannon entropy |
| title | An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks |
| title_full | An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks |
| title_fullStr | An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks |
| title_full_unstemmed | An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks |
| title_short | An integrated super efficiency index based on entropy approach: the case of Chinese commercial banks |
| title_sort | integrated super efficiency index based on entropy approach the case of chinese commercial banks |
| topic | date envelopment analysis ranking super efficiency shannon entropy |
| url | https://mcs.qut.ac.ir/article_721789_3b8bf1cea99d11183e866ff3b075adca.pdf |
| work_keys_str_mv | AT mojtabaghiyasi anintegratedsuperefficiencyindexbasedonentropyapproachthecaseofchinesecommercialbanks AT ningzhu anintegratedsuperefficiencyindexbasedonentropyapproachthecaseofchinesecommercialbanks AT mojtabaghiyasi integratedsuperefficiencyindexbasedonentropyapproachthecaseofchinesecommercialbanks AT ningzhu integratedsuperefficiencyindexbasedonentropyapproachthecaseofchinesecommercialbanks |