Research Article

Refractured Well Selection for Multicriteria Group Decision Making by Integrating Fuzzy AHP with Fuzzy TOPSIS Based on Interval-Typed Fuzzy Numbers

Table 3

A fuzzy normalized decision matrix.

𝑐 1 𝑐 2

𝐴 1 [(0.3221, 0.3390, 0.3560), (0.3543, 0.3729, 0.3916)] [(0.4625, 0.4868, 0.5112), (0.5197, 0.5470, 0.5744)]
𝐴 2 [(0.0064, 0.0068, 0.0071), (0.0097, 0.0102, 0.0107)] [(0.2650, 0.2790, 0.2929), (0.2858, 0.3009, 0.3159)]
𝐴 3 [(0.3479, 0.3662, 0.3845), (0.3607, 0.3797, 0.3987)] [(0.2546, 0.2680, 0.2814), (0.2754, 0.2899, 0.3044)]
𝐴 4 [(0.1449, 0.1526, 0.1602), (0.1610, 0.1695, 0.1780)] [(0.1663, 0.1750, 0.1838), (0.1949, 0.2051, 0.2154)]
𝐴 5 [(0.4026, 0.4238, 0.4450), (0.4187, 0.4408, 0.4628)] [(0.0831, 0.0875, 0.0919), (0.1039, 0.1094, 0.1149)]
𝐴 6 [(0.1288, 0.1356, 0.1424), (0.1449, 0.1526, 0.1602)] [(0.1351, 0.1422, 0.1493), (0.1559, 0.1641, 0.1723)]

𝑐 3 𝑐 4

𝐴 1 [(0.2777, 0.2923, 0.3069), (0.3029, 0.3189, 0.3348)] [(0.2554, 0.2688, 0.2823), (0.2606, 0.2743, 0.2880)]
𝐴 2 [(0.2777, 0.2923, 0.3069), (0.3029, 0.3189, 0.3348)] [(0.2971, 0.3127, 0.3284), (0.3075, 0.3237, 0.3399)]
𝐴 3 [(0.2423, 0.2551, 0.2678), (0.2524, 0.2657, 0.2790)] [(0.2606, 0.2743, 0.2880), (0.2658, 0.2798, 0.2938)]
𝐴 4 [(0.2423, 0.2551, 0.2678), (0.3029, 0.3189, 0.3348)] [(0.2867, 0.3018, 0.3168), (0.2919, 0.3072, 0.3226)]
𝐴 5 [(0.3029, 0.3189, 0.3348), (0.3282, 0.3454, 0.3627)] [(0.3023, 0.3182, 0.3341), (0.3127, 0.3292, 0.3456)]
𝐴 6 [(0.2019, 0.2126, 0.2232), (0.2272, 0.2391, 0.2511)] [(0.2085, 0.2195, 0.2304), (0.2189, 0.2304, 0.2420)]

𝑐 5 𝑐 6

𝐴 1 [(0.2413, 0.2540, 0.2667), (0.2421, 0.2548, 0.2676)] [(0.2243, 0.2361, 0.2479), (0.2293, 0.2414, 0.2534)]
𝐴 2 [(0.0283, 0.0298, 0.0313), (0.0298, 0.0314, 0.0329)] [(0.2494, 0.2626, 0.2757), (0.2520, 0.2652, 0.2785)]
𝐴 3 [(0.4227, 0.4449, 0.4672), (0.4469, 0.4704, 0.4940)] [(0.3024, 0.3183, 0.3342), (0.3276, 0.3448, 0.3620)]
𝐴 4 [(0.3471, 0.3654, 0.3836), (0.3538, 0.3724, 0.3910)] [(0.1764, 0.1857, 0.1949), (0.1814, 0.1910, 0.2005)]
𝐴 5 [(0.0838, 0.0882, 0.0926), (0.0931, 0.0980, 0.1029)] [(0.3780, 0.3978, 0.4177), (0.3906, 0.4111, 0.4317)]
𝐴 6 [(0.2652, 0.2791, 0.2931), (0.2719, 0.2862, 0.3005)] [(0.2394, 0.2520, 0.2646), (0.2419, 0.2546, 0.2674)]

𝑐 7 𝑐 8

𝐴 1 [(0.2279, 0.2399, 0.2518), (0.2302, 0.2423, 0.2544)] [(0.3612, 0.3802, 0.3992), (0.3664, 0.3857, 0.4050)]
𝐴 2 [(0.2866, 0.3016, 0.3167), (0.2877, 0.3028, 0.3180)] [(0.2674, 0.2814, 0.2955), (0.2717, 0.2860, 0.3004)]
𝐴 3 [(0.2733, 0.2877, 0.3021), (0.2750, 0.2895, 0.3040)] [(0.3603, 0.3792, 0.3982), (0.3682, 0.3876, 0.4069)]
𝐴 4 [(0.2871, 0.3022, 0.3174), (0.2877, 0.3028, 0.3180)] [(0.0991, 0.1043, 0.1095), (0.1017, 0.1070, 0.1124)]
𝐴 5 [(0.2866, 0.3016, 0.3167), (0.2877, 0.3028, 0.3180)] [(0.2647, 0.2787, 0.2926), (0.2717, 0.2860, 0.3004)]
𝐴 6 [(0.2756, 0.2901, 0.3046), (0.2762, 0.2907, 0.3053)] [(0.1753, 0.1845, 0.1938), (0.1797, 0.1892, 0.1968)]