Research Article

An Evaluation Model of Quantitative and Qualitative Fuzzy Multi-Criteria Decision-Making Approach for Location Selection of Transshipment Ports

Table 3

The original fuzzy superiority of three alternatives versus six quantitative/negative subcriteria.

SubcriteriaOriginal dataFuzzy ratings
MonthX Y Z X Y Z

January3.23.53.4(2.9, 3.07, 3.2)(3.1, 3.27, 3.5)(3.2, 3.0, 3.4)
February2.13.33.3
March2.93.23.3
April3.13.13.2
January189182173(178, 181.9, 189)(181, 182.5, 184)(173, 179.9, 190)
February182181179
March179183178
April178184190
January757472(72, 75.95, 79)(74, 75.49, 78)(71, 72.98, 75)
February727574
March787575
April797871
January123512111285(1235, 1235, 1235)(1211, 1211, 1211)(1285, 1285, 1285)
February123512111285
March123512111285
April123512111285
January232321(23, 24.47, 26)(23, 23.74, 25)(20, 21.47, 23)
February242320
March252423
April262522
January11910(8, 9.87, 12)(7, 8.21, 9)(9, 9.98, 11)
February12811
March9910
April879