Research Article
An Improved Animal Migration Optimization Algorithm for Clustering Analysis
Table 8
Results obtained by the algorithms for 20 different runs on Hagerman’s survival data.
| | Algorithm | Mean | Best | Worst | Standard deviation | Rank |
| | -means | 2640.1277 | 2610.5245 | 3180.5211 | 126.7500 | 7 | | PSO | 2567.4479 | 2566.9899 | 2569.1620 | 0.9587 | 6 | | CPSO | 2567.3233 | 2566.9889 | 2567.8257 | 0.4578 | 5 | | ABC | 2566.9892 | 2566.9888 | 2566.9895 | | 2 | | CABC | 2566.9903 | 2566.9888 | 2566.9955 | | 3 | | AMO | 2566.9985 | 2566.9907 | 2567.0096 | | 4 | | IAMO | 2566.9888 | 2566.9888 | 2566.9888 | | 1 |
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