Application of fuzzy logic in performance management: a literature review
Performance management has become in a key success factor for any organization. Traditionally, performance management has focused uniquely in financial measures, mainly using quantitative measures, but two decades ago they were extended towards an integral view of the organization, appearing qualita...
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| Format: | Article |
| Language: | English |
| Published: |
Universitat Politècnica de València
2014-07-01
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| Series: | International Journal of Production Management and Engineering |
| Subjects: | |
| Online Access: | http://polipapers.upv.es/index.php/IJPME/article/view/1859 |
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| _version_ | 1846094089774170112 |
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| author | Verónica Gurrea Juan-José Alfaro-Saiz Raúl Rodriguez M.José Verdecho |
| author_facet | Verónica Gurrea Juan-José Alfaro-Saiz Raúl Rodriguez M.José Verdecho |
| author_sort | Verónica Gurrea |
| collection | DOAJ |
| description | Performance management has become in a key success factor for any organization. Traditionally, performance management has focused uniquely in financial measures, mainly using quantitative measures, but two decades ago they were extended towards an integral view of the organization, appearing qualitative measures. This type of extended view and associated measures have a degree of uncertainty that needs to be bounded. One of the essential tools for uncertainty bounding is the fuzzy logic and, therefore,the main objective of this paper is the analysis of the literature about the application of fuzzy logic in performance measurement systems operating within uncertainty environments with the aim of categorizing, conceptualizing and classifying the works written so far. Finally, three categories are defined according to the different uses of fuzzy logic within performance management concluding that the most important application of fuzzy logic that counts with a higher number of studies is uncertainty bounding. |
| format | Article |
| id | doaj-art-dd5b0e59af5d48558521fbf0c391c61b |
| institution | Kabale University |
| issn | 2340-4876 |
| language | English |
| publishDate | 2014-07-01 |
| publisher | Universitat Politècnica de València |
| record_format | Article |
| series | International Journal of Production Management and Engineering |
| spelling | doaj-art-dd5b0e59af5d48558521fbf0c391c61b2025-01-02T15:32:10ZengUniversitat Politècnica de ValènciaInternational Journal of Production Management and Engineering2340-48762014-07-01229310010.4995/ijpme.2014.18592603Application of fuzzy logic in performance management: a literature reviewVerónica Gurrea0Juan-José Alfaro-Saiz1Raúl Rodriguez2M.José Verdecho3Universitat Politècnica de ValènciaUniversitat Poltècnica de ValènciaUniversitat Politècnica de ValènciaUniversitat Politècnica de ValènciaPerformance management has become in a key success factor for any organization. Traditionally, performance management has focused uniquely in financial measures, mainly using quantitative measures, but two decades ago they were extended towards an integral view of the organization, appearing qualitative measures. This type of extended view and associated measures have a degree of uncertainty that needs to be bounded. One of the essential tools for uncertainty bounding is the fuzzy logic and, therefore,the main objective of this paper is the analysis of the literature about the application of fuzzy logic in performance measurement systems operating within uncertainty environments with the aim of categorizing, conceptualizing and classifying the works written so far. Finally, three categories are defined according to the different uses of fuzzy logic within performance management concluding that the most important application of fuzzy logic that counts with a higher number of studies is uncertainty bounding.http://polipapers.upv.es/index.php/IJPME/article/view/1859fuzzy logicuncertaintyperformance measurementperformance managementsupply chain |
| spellingShingle | Verónica Gurrea Juan-José Alfaro-Saiz Raúl Rodriguez M.José Verdecho Application of fuzzy logic in performance management: a literature review International Journal of Production Management and Engineering fuzzy logic uncertainty performance measurement performance management supply chain |
| title | Application of fuzzy logic in performance management: a literature review |
| title_full | Application of fuzzy logic in performance management: a literature review |
| title_fullStr | Application of fuzzy logic in performance management: a literature review |
| title_full_unstemmed | Application of fuzzy logic in performance management: a literature review |
| title_short | Application of fuzzy logic in performance management: a literature review |
| title_sort | application of fuzzy logic in performance management a literature review |
| topic | fuzzy logic uncertainty performance measurement performance management supply chain |
| url | http://polipapers.upv.es/index.php/IJPME/article/view/1859 |
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