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. 2017 May 21;2017:3020326. doi: 10.1155/2017/3020326

Table 2.

Comparison between IM-MOEO and L1-DPSO for the artificial network S1.

NR i Method α i g i1 g i2 g i3 g i4 g i5 β i h i1 h i2 h i3 h i4 h i5
Free 1 IM-MOEO 4.928 0.0 0.0 0.996 0.0 −1.008 9.908 2.026 0.0 0.0 0.0 0.0
L1-DPSO 4.387 0.0 0.0 1.425 0.0 −0.896 9.567 1.465 0.0 0.0 0.0 0.0
2 IM-MOEO 9.985 2.002 0.0 0.0 0.0 0.0 9.983 0.0 2.003 0.0 0.0 0.0
L1-DPSO 9.324 1.789 0.0 0.0 0.0 0.0 10.562 0.0 2.058 0.0 0.0 0.0
3 IM-MOEO 5.381 0.0 −1.309 0.0 0.0 0.0 4.040 0.0 −1.459 1.984 0.0 0.0
L1-DPSO 10.879 0.0 −1.659 0.0 0.0 0.0 9.847 0.0 −1.245 1.875 0.0 0.0
4 IM-MOEO 7.966 0.0 0.0 2.023 0.0 −1.007 9.993 0.0 0.0 0.0 1.952 0.0
L1-DPSO 7.795 0.0 0.0 2.054 0.0 −1.021 9.739 0.0 0.0 0.0 1.975 0.0
5 IM-MOEO 9.962 0.0 0.0 0.0 2.005 0.0 9.967 0.0 0.0 0.0 0.0 2.014
L1-DPSO 9.632 0.0 0.0 0.0 2.056 0.0 9.567 0.0 0.0 0.0 0.0 2.136
5% 1 IM-MOEO 5.417 0.0 0.0 0.893 0.0 −0.1.011 9.834 1.527 0.0 0.0 0.0 0.0
L1-DPSO 4.332 −0.070 −0.098 1.783 0.070 −0.568 10.235 1.235 −0.030 0.138 0.042 0.027
2 IM-MOEO 8.376 1.635 0.0 0.0 0.0 0.0 8.966 0.0 2.609 −0.674 0.0 0.0
L1-DPSO 9.299 1.549 −0.089 −0.025 −0.139 −0.139 11.263 −0.133 2.432 0.048 −0.038 −0.150
3 IM-MOEO 1.234 0.0 −0.690 −0.3555 −0.886 0.0 1.137 0.0 0.0 0.0 0.0 0.0
L1-DPSO 10.771 0.086 −2.568 0.003 −0.145 0.010 9.076 −0.101 −1.569 2.564 −0.092 −0.062
4 IM-MOEO 7.513 0.0 0.0 1.379 0.0 −1.059 9.953 0.0 0.0 0.0 1.624 0.0
L1-DPSO 8.214 −0.144 −0.092 2.785 −0.048 −0.626 9.671 0.032 0.148 −0.087 2.568 0.039
5 IM-MOEO 10.00 0.0 0.0 0.0 1.686 0.0 8.316 0.0 0.0 0.0 0.0 1.586
L1-DPSO 9.490 0.135 0.090 0.081 1.865 0.101 11.167 0.142 0.118 0.023 0.040 2.461
15% 1 IM-MOEO 4.355 0.0 0.0 0.619 0.0 −1.063 9.960 1.791 0 0 0 0
L1-DPSO 3.987 −0.137 −0.432 2.654 0.426 −1.986 8.987 1.869 −0.086 −0.046 −0.137 0.078
2 IM-MOEO 3.535 2.057 −0.779 0 0 0 0.00 0 0 0 0 0
L1-DPSO 11.786 3.123 0.405 0.218 0.237 −0.258 11.786 −0.208 3.215 0.415 0.310 −0.461
3 IM-MOEO 2.481 0.821 0.0 0.0 −2.379 0 1.737 0 0 0.0 0 0
L1-DPSO 11.126 −0.020 −3.126 0.083 0.011 0.207 11.126 −0.244 −1.986 3.412 0.475 −0.369
4 IM-MOEO 5.779 0.0 0.0 1.897 −0.839 −0.942 6.983 0.0 0.0 0.0 0.0 0.0
L1-DPSO 6.976 0.0 0.0 0.0 1.116 −0.646 4.722 0.0 0.0 0.0 0.0 0.0
5 IM-MOEO 6.976 0.0 0.0 0.0 1.116 −0.646 4.722 0.0 0.0 0.0 0.0 0.0
L1-DPSO 8.334 0.208 0.357 −0.327 3.214 0.295 8.334 −0.038 −0.428 −0.318 0.282 3.604
25% 1 IM-MOEO 8.150 −0.272 0.0 0.645 0.0 −0.495 8.089 0.0 0.0 0.0 0.0 0.0
L1-DPSO 7.894 0.481 −0.759 3.879 0.946 −2.963 19.235 4.651 −0.326 0.356 0.738 0.526
2 IM-MOEO 10.00 0.8838 −0.2913 0.0 0.0 0.0 6.087 0.0 0.0 0.0 0.0 0.0
L1-DPSO 15.031 4.129 0.110 −0.491 −0.557 −0.423 18.605 −0.215 4.152 0.627 0.494 −0.723
3 IM-MOEO 6.689 0.0 −0.257 −0.909 0.0 0.0 6.336 0.0 0.0 0.0 0.0 0.0
L1-DPSO 18.678 0.859 −4.214 −0.388 0.305 −0.042 15.065 −0.581 −2.546 4.421 −0.170 0.556
4 IM-MOEO 7.2311 0.0 −0.290 0.0 0.0 −0.681 9.319 0.0 0.0 −0.591 0.0 0
L1-DPSO 6.579 −0.215 0.199 4.568 −0.635 −2.655 17.036 0.250 0.859 0.258 5.123 0.190
5 IM-MOEO 6.773 0.0 0.0 0.0 0.0 0.0 1.342 0.0 0.825 0.0 −1.415 0.0
L1-DPSO 6.598 −0.941 0.487 −0.833 4.125 −0.564 14.905 0.060 −0.106 0.785 −0.349 4.843