方法对比
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| 模糊智能FMEA结合DEA (FSFMEA)× | 模糊层次分析法 (Fuzzy AHP)× | |
|---|---|---|
| 领域 | 决策 | 决策 |
| 方法族 | MCDM | MCDM |
| 起源年份≠ | 2022 | 1983 |
| 提出者≠ | Adesina, K.A.; Yazdi, M.; Zarei, E.; Pouyakian, M. (FSFMEA hybrid); Stamatis, D.H. 2003 (FMEA reference); Charnes-Cooper-Rhodes 1978 (DEA CCR); Buckley, J.J. 1985 (Fuzzy AHP for expert weighting) | Van Laarhoven, P. J. M., Pedrycz, W. |
| 类型≠ | Risk-based ranking — Fuzzy FMEA (S×O×D under TFN/TrFN) + DEA CCR efficiency scoring for corrective action prioritization | Pairwise comparison with Triangular Fuzzy Number (TFN: l, m, u) judgments — umbrella over Van Laarhoven-Pedrycz 1983, Buckley 1985, Chang 1992 extent analysis, Cheng 1996 entropy-based |
| 开创性文献≠ | Adesina, K. A., Yazdi, M., Zarei, E., Pouyakian, M. (2022). Smart Decision Fuzzy-Based Data Envelopment Model for Failure Modes and Effects Analysis. in: Yazdi M. (ed.), Linguistic Methods Under Fuzzy Information in System Safety and Reliability Analysis, Studies in Fuzziness and Soft Computing, Vol. 414, Springer, Cham, pp. 151-168 (Chapter 7) DOI ↗ | Van Laarhoven, P. J. M., Pedrycz, W. (1983). A fuzzy extension of Saaty's priority theory. Fuzzy Sets and Systems DOI ↗ |
| 别名 | — | — |
| 相关≠ | 1 | 8 |
| 摘要≠ | FUZZY-FMEA-DEA (Fuzzy Smart FMEA with DEA (FSFMEA) — Fuzzy FMEA + CCR Data Envelopment Analysis for corrective action prioritization) is a ranking multi-criteria decision-making (MCDM) method introduced by Adesina, K.A.; Yazdi, M.; Zarei, E.; Pouyakian, M. (FSFMEA hybrid); Stamatis, D.H. 2003 (FMEA reference); Charnes-Cooper-Rhodes 1978 (DEA CCR); Buckley, J.J. 1985 (Fuzzy AHP for expert weighting) in 2022. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. | FUZZY-AHP (Fuzzy AHP — Fuzzy extension of the Analytic Hierarchy Process) is a weight subjective multi-criteria decision-making (MCDM) method introduced by Van Laarhoven, P. J. M., Pedrycz, W. in 1983. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. |
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