From: Some series of intuitionistic fuzzy interactive averaging aggregation operators
\(\gamma\) | Approach | Score function by IFHIWA | Score function by IFHIOWA | Score function by IFHIHWA | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
\(S(x_1)\) | \(S(x_2)\) | \(S(x_3)\) | Ranking | \(S(x_1)\) | \(S(x_2)\) | \(S(x_3)\) | Ranking | \(S(x_1)\) | \(S(x_2)\) | \(S(x_3)\) | Ranking | ||
0.1 | Proposed | 0.1386 | 0.1298 | 0.0060 | \(x_1 \succ x_2 \succ x_3\) | 0.1386 | 0.1298 | 0.0060 | \(x_1 \succ x_2 \succ x_3\) | 0.1790 | 0.1260 | 0.0294 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1984 | 0.1878 | 0.0464 | \(x_1\succ x_2\succ x_3\) | 0.1984 | 0.1878 | 0.0464 | \(x_1\succ x_2\succ x_3\) | 0.2280 | 0.2227 | 0.0811 | \(x_1\succ x_2\succ x_3\) | |
0.5 | Proposed | 0.1214 | 0.1183 | −0.0039 | \(x_1 \succ x_2 \succ x_3\) | 0.1214 | 0.1183 | −0.0039 | \(x_1 \succ x_2 \succ x_3\) | 0.1625 | 0.1107 | 0.0211 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1722 | 0.1627 | 0.0288 | \(x_1\succ x_2\succ x_3\) | 0.1722 | 0.1627 | 0.0288 | \(x_1\succ x_2\succ x_3\) | 0.2105 | 0.2072 | 0.0746 | \(x_1\succ x_2\succ x_3\) | |
1.0 | Proposed | 0.1099 | 0.1099 | −0.0114 | \(x_2 \succ x_1 \succ x_3\) | 0.1099 | 0.1099 | −0.0114 | \(x_2 \succ x_1 \succ x_3\) | 0.1530 | 0.0996 | 0.0157 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1588 | 0.1498 | 0.0178 | \(x_1\succ x_2\succ x_3\) | 0.1588 | 0.1498 | 0.0178 | \(x_1\succ x_2\succ x_3\) | 0.2023 | 0.2007 | 0.0721 | \(x_1\succ x_2\succ x_3\) | |
1.5 | Proposed | 0.1029 | 0.1045 | −0.0163 | \(x_2 \succ x_1 \succ x_3\) | 0.1029 | 0.1045 | −0.0163 | \(x_2 \succ x_1 \succ x_3\) | 0.1479 | 0.0925 | 0.0127 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1514 | 0.1425 | 0.0112 | \(x_1\succ x_2\succ x_3\) | 0.1514 | 0.1425 | 0.0112 | \(x_1\succ x_2\succ x_3\) | 0.1982 | 0.1978 | 0.0715 | \(x_1\succ x_2\succ x_3\) | |
2.0 | Proposed | 0.0981 | 0.1007 | −0.0199 | \(x_2 \succ x_1 \succ x_3\) | 0.0981 | 0.1007 | −0.0199 | \(x_2 \succ x_1 \succ x_3\) | 0.1443 | 0.0876 | 0.0108 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1467 | 0.1377 | 0.0068 | \(x_1\succ x_2\succ x_3\) | 0.1467 | 0.1377 | 0.0068 | \(x_1\succ x_2\succ x_3\) | 0.1960 | 0.1964 | 0.0716 | \(x_1\succ x_2\succ x_3\) | |
3.0 | Proposed | 0.0918 | 0.0957 | −0.0247 | \(x_2 \succ x_1 \succ x_3\) | 0.0918 | 0.0957 | −0.0247 | \(x_2 \succ x_1 \succ x_3\) | 0.1400 | 0.0810 | 0.0087 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1408 | 0.1316 | 0.0011 | \(x_1\succ x_2\succ x_3\) | 0.1408 | 0.1316 | 0.0011 | \(x_1\succ x_2\succ x_3\) | 0.1937 | 0.1941 | 0.0725 | \(x_1\succ x_2\succ x_3\) | |
5.0 | Proposed | 0.0851 | 0.0902 | −0.0300 | \(x_2 \succ x_1 \succ x_3\) | 0.0851 | 0.0902 | −0.0300 | \(x_2 \succ x_1 \succ x_3\) | 0.1362 | 0.0738 | 0.0073 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1349 | 0.1253 | −0.0049 | \(x_1\succ x_2\succ x_3\) | 0.1349 | 0.1253 | −0.0049 | \(x_1\succ x_2\succ x_3\) | 0.1926 | 0.1923 | 0.0753 | \(x_1\succ x_2\succ x_3\) | |
10 | Proposed | 0.0785 | 0.0847 | −0.0354 | \(x_2 \succ x_1 \succ x_3\) | 0.0785 | 0.0847 | −0.0354 | \(x_2 \succ x_1 \succ x_3\) | 0.1337 | 0.0663 | 0.0074 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1293 | 0.1192 | −0.0107 | \(x_1\succ x_2\succ x_3\) | 0.1293 | 0.1192 | −0.0107 | \(x_1\succ x_2\succ x_3\) | 0.1941 | 0.1925 | 0.0783 | \(x_1\succ x_2\succ x_3\) | |
25 | Proposed | 0.0736 | 0.0804 | −0.0396 | \(x_2 \succ x_1 \succ x_3\) | 0.0736 | 0.0804 | −0.0396 | \(x_2 \succ x_1 \succ x_3\) | 0.1340 | 0.0596 | 0.0105 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1252 | 0.1147 | −0.0151 | \(x_1\succ x_2\succ x_3\) | 0.1252 | 0.1147 | −0.0151 | \(x_1\succ x_2\succ x_3\) | 0.2006 | 0.1962 | 0.0803 | \(x_1\succ x_2\succ x_3\) | |
50 | Proposed | 0.0717 | 0.0788 | −0.0412 | \(x_2 \succ x_1 \succ x_3\) | 0.0717 | 0.0788 | −0.0412 | \(x_2 \succ x_1 \succ x_3\) | 0.1355 | 0.0563 | 0.0108 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1237 | 0.1130 | −0.0167 | \(x_1\succ x_2\succ x_3\) | 0.1237 | 0.1130 | −0.0167 | \(x_1\succ x_2\succ x_3\) | 0.2074 | 0.1918 | 0.0761 | \(x_1\succ x_2\succ x_3\) | |
100 | Proposed | 0.0707 | 0.0779 | −0.0421 | \(x_2 \succ x_1 \succ x_3\) | 0.0707 | 0.0779 | −0.0421 | \(x_2 \succ x_1 \succ x_3\) | 0.1369 | 0.0535 | 0.0112 | \(x_1 \succ x_2 \succ x_3\) |
Liu (2014) | 0.1229 | 0.1122 | −0.0175 | \(x_1\succ x_2\succ x_3\) | 0.1229 | 0.1122 | −0.0175 | \(x_1\succ x_2\succ x_3\) | 0.2052 | 0.1888 | 0.0731 | \(x_1\succ x_2\succ x_3\) |