Review Article
Social Spider Optimization Algorithm: Modifications, Applications, and Perspectives
Table 6
Comparison results among four different clustering data sets.
| ā | ā | k-means | ABC | CLSPSO | DE | FPA | SSO | SMSSO |
| AD1 | Best | 1747.3859 | 1755.2637 | 1878.5902 | 1718.4562 | 1938.5000 | 1718.2848 | 1718.2537 | Med | 1991.9351 | 1882.2013 | 2870.8968 | 2007.6000 | 2161.0000 | 1418.2848 | 1718.2537 | STD | 3.4229E+02 | 1.0475E+02 | 5.5367E+02 | 3.3982E+02 | 1.4448E+02 | 2.3328E-13 | 0E+00 |
| AD2 | Best | 525.5957 | 515.2971 | 513.9034 | 513.9036 | 520.4449 | 514.0804 | 513.9034 | Med | 694.4421 | 517.9773 | 658.2596 | 514.3841 | 536.4305 | 514.0804 | 513.9034 | STD | 1.9148E+02 | 1.8902E+00 | 1.8287E+02 | 1.9550E+01 | 1.2070E+01 | 0E+00 | 1.1664E-13 |
| Iris | Best | 97.1901 | 97.0001 | 96.6581 | 96.6561 | 97.9097 | 96.9848 | 96.6555 | Med | 100.8866 | 97.9254 | 108.4708 | 97.1050 | 100.0673 | 96.9848 | 96.6555 | STD | 8.7805E+00 | 9.7925E+01 | 1.4706E+01 | 3.6310E-01 | 1.7105E+00 | 2.4580E-14 | 1.9160E-14 |
| TAE | Best | 1504.9535 | 1495.7590 | 1493.9386 | 1492.1000 | 1493.6000 | 1525.7349 | 1490.9258 | Med | 1529.6406 | 1500.1544 | 1527.6483 | 1518.8000 | 1498.8000 | 1525.7349 | 1490.9258 | STD | 2.9749E+01 | 4.7872E+00 | 2.8105E+01 | 1.9777E+01 | 3.1373E+00 | 4.6656E-13 | 3.6656E-13 |
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