函数 | 指标项 | PSO | AWPSO | BBPSO | ABPSO | SLBPSO | AMBPSO |
F1 | Mean | 5.8645E−01 | 8.2088E−28 | 3.3333E+02 | 2.1342E−23 | 4.6956E−25 | 7.4693E−29 |
Std | 6.7375E−01 | 1.9860E−27 | 1.8257E+03 | 8.7759E−23 | 7.8172E−25 | 1.8468E−28 | |
NFE | - | 3.8491E+04 | - | 2.6654E+04 | 3.2723E+04 | 2.0301E+04 | |
SR (%) | 0 | 100 | 96.67 | 100 | 100 | 100 | |
F2 | Mean | 1.1792E+04 | 7.8254E−02 | 2.7914E+01 | 4.0679E+01 | 1.3803E+02 | 4.6321E−02 |
Std | 8.6615E+03 | 1.1846E−01 | 2.4662E+01 | 2.6876E+01 | 7.9778E+01 | 8.4399E−02 | |
NFE | - | - | - | - | - | - | |
SR (%) | 0 | 0 | 0 | 0 | 0 | 0 | |
F3 | Mean | 1.2524E+04 | 2.8692E+01 | 4.3361E+01 | 4.6073E+01 | 8.2126E+01 | 2.6915E+01 |
Std | 3.0949E+04 | 2.1694E+01 | 3.3949E+01 | 3.1197E+01 | 5.5031E+01 | 2.5976E−01 | |
NFE | - | - | - | - | - | - | |
SR (%) | 0 | 0 | 0 | 0 | 0 | 0 | |
F4 | Mean | 1.9390E+01 | 2.6914E−11 | 1.5333E+01 | 1.0019E−17 | 7.7017E−18 | 1.0460E−21 |
Std | 1.5792E+01 | 1.0720E−10 | 9.7320E+00 | 2.3703E−17 | 7.6163E−18 | 1.4035E−21 | |
NFE | - | 4.6068E+04 | - | 3.0947E+04 | 3.6778E+04 | 2.4657E+04 | |
SR (%) | 0 | 100 | 10 | 100 | 100 | 100 | |
F5 | Mean | 1.6795E−02 | 1.3231E−02 | 1.0956E−01 | 1.8403E−02 | 1.7929E−02 | 9.3443E−03 |
Std | 4.7618E−03 | 4.9092E−03 | 4.9988E−01 | 6.6083E−03 | 6.2313E−03 | 6.2425E−03 | |
NFE | - | - | - | - | - | - | |
SR (%) | 0 | 0 | 0 | 0 | 0 | 0 | |
F6 | Mean | 1.0056E+02 | 2.9716E+01 | 4.6730E+01 | 4.1125E+01 | 8.0245E+00 | 1.1486E+01 |
Std | 4.8578E+01 | 7.1830E+00 | 1.1572E+01 | 1.2223E+01 | 5.3222E+00 | 2.9171E+01 | |
NFE | - | - | - | - | - | - | |
SR (%) | 0 | 0 | 0 | 0 | 0 | 60 | |
F7 | Mean | 7.8025E−01 | 1.0421E−14 | 4.6003E−01 | 3.3342E−01 | 1.8841E−13 | 5.9212E−15 |
Std | 2.5534E+00 | 7.1013E−15 | 8.3027E−01 | 7.0981E−01 | 1.2158E−13 | 1.7034E−15 | |
NFE | - | 4.6031E+04 | - | - | 4.4635E+04 | 3.3460E+04 | |
SR (%) | 0 | 100 | 73.33 | 80 | 100 | 100 | |
F8 | Mean | 6.6299E+00 | 9.8373E−03 | 1.1638E−02 | 1.0586E−02 | 1.4196E−03 | 1.1758E−02 |
Std | 2.2937E+01 | 1.5217E−02 | 1.3031E−02 | 1.3843E−02 | 3.2722E−03 | 2.6468E−02 | |
NFE | - | - | - | - | - | - | |
SR (%) | 0 | 56.67 | 36.67 | 36.67 | 66.67 | 76.67 | |
F9 | Mean | 6.1476E+03 | 6.2923E+03 | 3.5866E+03 | 2.5063E+03 | 3.5882E+04 | 2.2451E+03 |
Std | 7.4177E+02 | 7.5982E+02 | 5.9212E+02 | 6.1715E+02 | 1.2356E+04 | 4.7662E+02 | |
NFE | - | - | - | - | - | - | |
SR (%) | 0 | 0 | 0 | 0 | 0 | 0 |