Research Article
An Improved Animal Migration Optimization Algorithm for Clustering Analysis
Table 9
Results obtained by the algorithms for 20 different runs on balance scale data.
| Algorithm | Mean | Best | Worst | Standard deviation | Rank |
| -means | 1426.7522 | 1423.8570 | 1433.8423 | 3.1208 | 5 | PSO | 1430.1546 | 1426.4237 | 1447.6403 | 9.3451 | 7 | CPSO | 1424.8260 | 1423.5525 | 1425.5460 | 0.9048 | 4 | ABC | 1423.9238 | 1423.8308 | 1425.9821 | | 3 | CABC | 1423.9109 | 1423.8206 | 1425.2445 | | 2 | AMO | 1429.1499 | 1427.9670 | 1430.8177 | | 6 | IAMO | 1423.8204 | 1423.8204 | 1423.8204 | | 1 |
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