Table 4.
Matrix of p-values from the Wilcoxon–Mann–Whitney test for the BGO against the SCA, PSA, and GWO in different instances. In green the p-values lower than 0.05 where BGO exhibits statistically lesser results, and in red the p-values greater than 0.95 where BGO exhibits statistically greater results compared to other metaheuristics.
SCA | PSA | GWO | |
---|---|---|---|
41 | 0.032526 | 0.017652 | 0.00505 |
42 | 0.083416 | 0.008453 | 0.178185 |
43 | 0.142326 | 0.017925 | 0.040147 |
44 | 0.673895 | 0.358608 | 0.17129 |
45 | 0.000777 | 0.000075 | 0.020949 |
46 | 0.777121 | 0.101089 | 0.947336 |
47 | 0.026426 | 0.027054 | 0.221067 |
48 | 0.049813 | 0.015255 | 0.092276 |
49 | 0.231335 | 0.000373 | 0.457734 |
410 | 0.971242 | 0.800105 | 0.837222 |
51 | 0.08422 | 0.204932 | 0.769852 |
52 | 0.656474 | 0.235486 | 0.368845 |
53 | 0.849024 | 0.509173 | 0.926297 |
54 | 0.378881 | 0.037574 | 0.588779 |
55 | 0.020766 | 0.000228 | 0.174886 |
56 | 0.194771 | 0.069321 | 0.212655 |
57 | 0.008287 | 0.006762 | 0.049149 |
58 | 0.990298 | 0.424729 | 0.538867 |
59 | 0.025665 | 0.003579 | 0.027499 |
510 | 0.379496 | 0.110218 | 0.883339 |
61 | 0.013689 | 0.00103 | 0.052988 |
62 | 0.396878 | 0.125416 | 0.666065 |
63 | 0.115385 | 0.09021 | 0.154446 |
64 | 0.297105 | 0.034655 | 0.552952 |
65 | 0.185046 | 0.147401 | 0.482672 |
a1 | 0.000253 | 0.008388 | 0.926324 |
a2 | 0.124053 | 0.002265 | 0.431456 |
a3 | 0.016308 | 0.000256 | 0.100149 |
a4 | 0.003371 | 0.012922 | 0.550884 |
a5 | 0.000524 | 0.082315 | 0.023963 |
b1 | 0.213058 | 0.151325 | 0.43297 |
b2 | 0.146666 | 0.038143 | 0.375167 |
b3 | 0.345372 | 0.245959 | 0.612847 |
b4 | 0.090897 | 0.002352 | 0.33707 |
b5 | 0.887149 | 0.548425 | 0.975947 |
c1 | 0.002907 | 0.001879 | 0.385972 |
c2 | 0.114905 | 0.028943 | 0.175642 |
c3 | 0.000398 | 0.0 | 0.539888 |
c4 | 0.002055 | 0.000006 | 0.039399 |
c5 | 0.026575 | 0.320787 | 0.991447 |
d1 | 0.892595 | 0.950455 | 0.506028 |
d2 | 0.010529 | 0.06074 | 0.033358 |
d3 | 0.31389 | 0.004401 | 0.887789 |
d4 | 0.039419 | 0.000385 | 0.025442 |
d5 | 0.504675 | 0.097037 | 0.250647 |
nre5 | 0.1169 | 0.000888 | 0.072876 |
nrg5 | 0.202966 | 0.009097 | 0.41873 |
nrh2 | 0.013674 | 0.003689 | 0.440986 |
nrh4 | 0.004821 | 0.000504 | 0.335568 |
nrh5 | 0.011639 | 0.000306 | 0.052988 |