Research Article
Evaluating Sustainable Liveable City via Multi-MCDM and Hopfield Neural Network
Table 2
Difference ratio value for five methods.
| | Gini | City | JN | TJ | GZ | WH | NJ | CS | SY | CD | HZ | SH | BJ | ZZ | CQ | | Value | 13.0000 | 11.0118 | 10.8588 | 10.2471 | 9.0235 | 8.2588 | 8.2588 | 7.3412 | 7.1882 | 7.1882 | 6.5765 | 6.1176 | 1 | | Ranking | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
| | Fuzzy Borda | City | GZ | CS | BJ | NJ | TJ | SY | WH | JN | CD | HZ | SH | ZZ | CQ | | Value | 13 | 7.3236 | 3.979 | 3.3534 | 3.343 | 2.1846 | 1.7829 | 1.1875 | 1.1133 | 0.9569 | 0.9162 | 0.2471 | 1 | | Ranking | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
| | TOPSIS | City | JN | GZ | SY | CS | HZ | WH | TJ | NJ | CD | SH | BJ | CC | ZZ | | Value | 13 | 8.9715 | 8.1901 | 7.8504 | 6.4556 | 5.9299 | 5.9229 | 3.9969 | 3.9752 | 3.9202 | 2.0146 | 1.6018 | 1 | | Ranking | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
| | PCA | City | GZ | BJ | CS | SY | TJ | SH | HZ | CD | JN | WH | NJ | CQ | ZZ | | Value | 13 | 11.8372 | 11.4103 | 10.6307 | 9.5713 | 9.5229 | 8.695 | 8.4192 | 8.2952 | 8.1262 | 7.1828 | 6.5504 | 1 | | Ranking | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
| | TS fuzzy neural network | City | HZ | TJ | GZ | CQ | WH | ZZ | SY | JN | CS | NJ | CD | SH | BJ | | Value | 13 | 8.7721 | 3.3156 | 1.894 | 1.1184 | 1.1066 | 1.0863 | 1.0715 | 1.0027 | 1.0013 | 1.0012 | 1.0002 | 1 | | Ranking | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
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