Research Article
Biogeography-Based Optimization with Orthogonal Crossover
Table 4
NFFEs required to obtain accuracy levels less than VTR.
| | |
eBBO |
DE/BBO |
OXBBO | 3 versus 1 | 3 versus 2 | | | Mean (std) | SR | Mean (std) | SR | Mean (std) | SR | AR | AR |
| | 56110 (3559.251) | 100% | 59926 (745.5) | 100% | 44398 (438.77) | 100% | 1.26 | 1.35 | | 73670 (4640.076) | 100% | 82004 (983.9) | 100% | 84490 (1085.61) | 100% | 0.87 | 0.97 | | NA (NA) | 0 |
NA (NA) | 0 | NA (NA) | 0 | NA | NA | | 491498 (14486.144) | 44% | 296572 (4969.9) | 100% | 214889 (4628.80) | 100% | 2.29 | 1.38 | | NA (NA) | 0 | NA (NA) | 0 | NA (NA) | 0 | NA | NA | | 17138 (2141.132) | 100% | 21590 (573.3) | 100% | 16055 (545.62) | 100% | 1.07 | 1.34 | | 43864 (39947.48) | 100% | 109574 (21005.8) | 100% | 58173 (19577.82) | 100% | 0.75 | 1.88 | | 59948 (2831.762) | 100% | 95952 (3126.7) | 100% | 63213 (1639.74) | 100% | 0.95 | 1.52 | | 72220 (16458.023) | 100% | 170226 (8379.0) | 100% | 124639 (5195.17) | 100% | 0.58 | 1.37 | | 84870 (4800.818) | 100% | 91308 (922.7) | 100% | 78839 (853.99) | 100% | 1.08 | 1.16 | | 120422 (71312.35) | 54% | 62042 (1219.6) | 100% | 46312 (798.55) | 100% | 2.6 | 1.3 | | 45416 (2520.314) | 100% | 54482 (873.3) | 100% | 40646 (641.83) | 100% | 1.19 | 1.34 | | 54302 (2238.94) | 100% | 64772 (1133.4) | 100% | 43970 (605.58) | 100% | 1.23 | 1.47 |
| | Average | | 77% | | 85% | | 85% | 1.26 | 1.37 |
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