方法对比
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| 非线性最优最差法× | 最佳-最差法 (Best-Worst Method)× | 模糊BWM× | |
|---|---|---|---|
| 领域 | 决策 | 决策 | 决策 |
| 方法族 | MCDM | MCDM | MCDM |
| 起源年份≠ | 2016 | 2015 | 2015 crisp; 2017 variant applicator |
| 提出者≠ | Extended development of Rezaei's BWM framework | Rezaei, J. | Guo, S., Zhao, H. |
| 类型≠ | Non-linear optimization for flexible weight derivation | Pairwise comparison (best-to-others + others-to-worst vectors), LP | Triangular-fuzzy Best-to-Others and Others-to-Worst pairwise comparison with nonlinearly-constrained programming |
| 开创性文献≠ | Rezaei, J. (2015). Best-worst multi-criteria decision-making method: Some properties and a linear model. Journal of Cleaner Production, 229, 976-985. DOI ↗ | Rezaei, J. (2015). Best-worst multi-criteria decision-making method. Omega DOI ↗ | Guo, S., Zhao, H. (2017). Fuzzy best-worst multi-criteria decision-making method and its applications. Knowledge-Based Systems DOI ↗ |
| 别名≠ | Non-linear BWM, Nonlinear BWM | — | — |
| 相关≠ | 3 | 8 | 8 |
| 摘要≠ | Non-linear BWM is a variant of the Best Worst Method that replaces the linear programming formulation with non-linear optimization. Instead of minimizing the maximum deviation (Chebyshev distance), it minimizes the sum of squared deviations (L2 norm). This provides more flexible weight derivation and better accommodates uncertain or fuzzy preferences. | BWM (Best-Worst Method) is a weight subjective multi-criteria decision-making (MCDM) method introduced by Rezaei, J. in 2015. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. | FUZZY-BWM (Fuzzy BWM — Triangular Fuzzy Best-Worst Method) is a weight subjective multi-criteria decision-making (MCDM) method introduced by Guo, S., Zhao, H. in 2015 crisp; 2017 variant applicator. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. |
| ScholarGate数据集 ↗ |
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