A review of fuzzy AHP methods for decision-making with subjective judgements

•The techniques to build FAHP model are reviewed in terms of four important aspects.•Four types of fuzzy sets are discussed regarding how to establish comparison matrix.•Aggregation and defuzzification methods are examined for their pros and cons.•Measurement methods of crisp and fuzzy consistency are compared.•Guidance is provided on choosing suitable techniques; open questions are suggested.