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Preference Relations
HFLPR-PRIORITY - Hesitant Fuzzy Linguistic Preference Relation Priority Programming (Ren-Zhu-Xu 2018)
Derives priority vectors directly from Hesitant Fuzzy Linguistic Preference Relations (HFLPRs) without a consistency-checking/repair step. Input is one n×n HFLPR per criterion plus one HFLPR for criteria themselves. The hyperplane-consistency programming model (Model 6.1) maximises the minimum decision-maker satisfaction across all pairwise constraints simultaneously. A sensitivity parameter t is calibrated empirically from 10,000 Monte-Carlo MCDM problems.
Ren, P. J., Zhu, B., Xu, Z. S.2018doi:10.1109/TFUZZ.2018.2807486 ↗
Overview
HFLPR-PRIORITY is best suited when decision makers can naturally express preferences as 'alternative A is moderately to strongly preferred over alternative B' using linguistic terms, but find it difficult to provide a single precise term (hence using multiple terms). It avoids the consistency-repair step required by traditional HFLPR methods, making it faster and more preserving of original judgments. The t parameter must be set using Table 6.1 for the given HFLPR order.
- Data
- Hesitant Fuzzy Linguistic
- Weights
- Derived internally, no weight source needed
Edge cases and pitfalls
Using t smaller than min_t from Table 6.1 can make the model infeasible - always check calibration table.
The method assumes a single decision maker. For group settings, aggregate individual HFLPRs into a group HFLPR before applying the model.
The consistency condition b^σ(s)_ij ⊕ b^σ(s)_ji = s_{2τ} must hold for all elements; verify before solving.
HFLPR is not a standard decision matrix - do not confuse with HFS decision matrices used by HFEA or HF-TOPSIS.
Works with
Its derived weights can feed
How to cite
Ren, P. J.; Zhu, B.; Xu, Z. S. (2018). Assessment of the impact of hydropower stations on the environment with a hesitant fuzzy linguistic hyperplane-consistency programming method. IEEE Transactions on Fuzzy Systems. https://doi.org/10.1109/TFUZZ.2018.2807486
System ID, as it appears in reports and the API
HFLPR-PRIORITY