Research Article
Research on Microgrid Scheduling Based on Improved Crow Search Algorithm
Table 4
Statistics of f8∼f11 test results.
| | Benchmark | Function | CSA [11] | PSO [7] | GWO [8] | PSOGA [25] | CLPSO [26] | CSA-PSO |
| | Best | 12555.5 | 12535.6 | 12545.6 | 12456.5 | 12468.5 | 12369.5 | | Mean | 15558.5 | 12551.0 | 12556.0 | 12511.5 | 12517.5 | 12369.5 | | Worst | 12566.5 | 12566.5 | 12566.5 | 12566.5 | 12566.5 | 12369.5 | | Std | 0.6604 | 8.4747 | 1.3525 | 3.8816 | 7.6493 | 0 |
| | Best | 1.6140 E + 01 | 2.8853 E + 01 | 0 | 1.0347 E + 02 | 2.5452E − 04 | 0 | | Mean | 1.7976 E + 02 | 1.2327 E + 01 | 4.8836 E + 00 | 1.1440 E + 02 | 7.4130 E + 01 | 1.5235 E + 00 | | Worst | 4.5287 E + 02 | 4.5415 E + 02 | 4.7328 E + 02 | 3.2849 E + 02 | 4.3900 E + 02 | 2.5612 E + 02 | | Std | 8.96887 E + 01 | 1.2021E + 02 | 3.0505 E + 01 | 3.8524 E + 01 | 9.9651 E + 01 | 1.7214 E + 01 |
| | Best | 2.8422E − 14 | 1.4211E − 14 | 7.1054E − 15 | 1.3404 E + 00 | 1.6343E − 04 | 0 | | Mean | 3.7690 E + 00 | 1.9807 E + 00 | 1.4550E − 01 | 1.3939 E + 00 | 4.7087E − 00 | 7.6700E − 02 | | Worst | 2.0908 E + 01 | 2.0739 E + 01 | 2.0708 E + 01 | 3.8946 E + 00 | 2.0778 E + 01 | 1.6260 E + 01 | | Std | 2.2036E + 00 | 2.8738 E + 00 | 1.3664 E + 00 | 2.8720E − 01 | 6.6027 E + 00 | 8.3530E − 01 |
| | Best | 0 | 9.8573E − 03 | 0 | 3.4417E − 15 | 1.0697E − 06 | 0 | | Mean | 1.9117 E + 00 | 7.7893 E + 00 | 1.0585E − 00 | 7.0000E − 01 | 2.9504 E + 01 | 1.6669E − 01 | | Worst | 6.4092 E + 02 | 6.2316 E + 02 | 6.0532 E + 02 | 8.7530E − 01 | 6.2665 E + 02 | 6.0398E − 01 | | Std | 2.4669 E + 01 | 5.3623 E + 01 | 1.7231 E + 01 | 3.0700 E + 00 | 9.0822 E + 01 | 2.7957 E + 00 |
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