Research Article
A New Optimization Algorithm Based on Search and Rescue Operations
Table 6
Comparisons between SAR and the other algorithms by the Wilcoxon signed-rank test (α = 0.05).
| | Function | ABC | DE | GSA | TLBO | | value | h | value | h | value | h | value | h |
| | f1 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 5.12E + 12 | 1+ | 1.00E + 00 | 0 | | f2 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f3 | 1.00E + 00 | 0 | 4.88E + 04 | 1+ | 1.00E + 00 | 0 | 2.65E + 10 | 1+ | | f4 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f5 | 1.00E + 00 | 0 | 6.25E + 02 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f6 | 2.65E − 10 | 1+ | 1.00E + 00 | 0 | 2.65E + 10 | 1+ | 1.00E + 00 | 0 | | f7 | 2.65E + 10 | 1+ | 1.00E + 00 | 0 | 1.56E + 02 | 1+ | 1.00E + 00 | 0 | | f8 | 2.65E + 10 | 1+ | 2.70E + 03 | 1+ | 2.65E + 10 | 1+ | 2.03E + 09 | 1+ | | f9 | 2.65E + 10 | 1+ | 1.00E + 00 | 0 | 1.91E + 07 | 1+ | 1.00E + 00 | 0 | | f10 | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | | f11 | 3.94E + 09 | 1+ | 1.00E + 00 | 0 | 2.65E + 10 | 1+ | 9.77E + 04 | 1+ | | f12 | 2.65E + 10 | 1+ | 1.00E + 00 | 0 | 2.65E + 10 | 1+ | 1.00E + 00 | 0 | | f13 | 2.51E + 05 | 1+ | 2.81E + 10 | 1+ | 2.65E + 10 | 1+ | 1.21E + 09 | 1+ | | f14 | 4.17E + 07 | 1+ | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f15 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f16 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f17 | 3.13E + 02 | 1+ | 4.88E + 04 | 1+ | 3.05E + 09 | 1+ | 6.48E + 10 | 1+ | | f18 | 1.07E + 01 | 0 | 2.65E + 10 | 1+ | 2.63E + 10 | 1+ | 2.65E + 10 | 1+ | | f19 | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | | f20 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f21 | 5.80E + 09 | 1+ | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f22 | 2.65E + 10 | 1+ | 1.48E + 07 | 1+ | 2.22E + 09 | 1+ | 4.53E + 02 | 1+ | | f23 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 1.00E + 00 | 0 | | f24 | 2.65E + 10 | 1+ | 1.00E + 00 | 0 | 1.00E + 00 | 0 | 2.65E + 10 | 1+ | | f25 | 6.25E + 02 | 0 | 3.90E + 03 | 1+ | 2.65E + 10 | 1+ | 2.65E + 10 | 1+ | | f26 | 1.00E + 00 | 0 | 1.25E + 01 | 0 | 4.16E + 07 | 1+ | 2.65E + 10 | 1+ | | f27 | 1.00E + 00 | 0 | 3.13E + 02 | 1+ | 1.00E + 00 | 0 | 5.73E + 10 | 1+ | | +/=/− | 13/13/1 | | 9/17/1 | | 15/12/0 | | 13/14/0 | |
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