Research Article
Flower Pollination Algorithm with Dimension by Dimension Improvement
Table 2
Experiment results of bench mark functions for different algorithms.
| Functions | PSO | DE | RCBBO | CS | FA | GSA | ABC | FPA | DDIFPA |
| | Mean | | | | | | | | | | Std. | | | 0.1181 | | | | | 52.5878636 | 0 | Rank | 5 | 4 | 8 | 6 | 7 | 3 | 2 | 9 | 1 |
| | Mean | | | 0.1656 | | | | | 8.27840887 | | Std. | | | 0.0342 | | | | | 2.19245633 | 0 | Rank | 3 | 4 | 8 | 6 | 7 | 5 | 2 | 9 | 1 |
| | Mean | 7.9997 | 0.2216 | 7.9738 | 3.2388 | 0.0554 | | 18.5227 | 3.759984116 | | Std. | 2.535 | 0.243 | 2.6633 | 0.6644 | 0.0101 | | 4.2477 | 1.301640714 | | Rank | 7 | 4 | 8 | 5 | 3 | 2 | 9 | 6 | 1 |
| | Mean | 46.9202 | 0.2657 | 64.6907 | 8.0092 | 38.1248 | 20.0819 | 0.0441 | 32.25150881 | 0.065392617 | Std. | 38.0312 | 1.0293 | 36.2782 | 1.9188 | 30.3962 | 0.1722 | 0.0707 | 12.70746052 | 0.094325113 | Rank | 8 | 3 | 9 | 4.0000 | 7 | 5 | 1 | 6 | 2 |
| | Mean | 0.0135 | 0.0042 | 0.003 | 0.0096 | 0.0082 | 0.0039 | 0.0324 | 0.029755135 | 0.003729368 | Std. | 0.0041 | 0.0014 | 0.0012 | 0.0028 | 0.0093 | 0.0013 | 0.0059 | 0.013355902 | 0.000996113 | Rank | 7 | 4 | 1 | 6 | 5 | 3 | 9 | 8 | 2 |
| | Mean | | | | | | | | | | Std. | | | 0.5758 | | | | 61.1186 | 292.6519355 | | Rank | 6 | 4 | 2 | 5 | 8 | 9 | 3 | 7 | 1 |
| | Mean | 18.2675 | 134.6789 | 0.0385 | 51.2202 | 23.5213 | 7.2831 | 0 | 75.97229041 | 0 | Std. | 4.7965 | 28.8598 | 0.0154 | 8.1069 | 8.3683 | 1.8991 | 0 | 12.38031696 | 0 | Rank | 5 | 9 | 3 | 7 | 6 | 3 | 1 | 8 | 1 |
| | Mean | | | 0.1947 | 2.375 | 0.0094 | | | 3.706074906 | | Std. | | | 0.0461 | 1.1238 | 0.0014 | | | 0.519323445 | 0 | Rank | 5 | 4 | 7 | 8 | 6 | 2 | 3 | 9 | 1 |
| | Mean | 0.0168 | 0 | 0.2765 | | 0.0025 | 0.01265 | 0 | 4.559765038 | 0 | Std. | 0.0205 | 0 | 0.0796 | | | 0.0216 | 0 | 1.769274137 | 0 | Rank | 7 | 1 | 8 | 4 | 5 | 6 | 1 | 9 | 1 |
| | Mean | 0.0083 | | 0.002 | 0.5071 | | | | 4.3551 | | Std. | 0.0287 | | 0.0023 | 0.2662 | | | | | | Rank | 7 | 4 | 6 | 8 | 5 | 3 | 2 | 9 | 1 |
| | Mean | | | | | | | | | | Std. | | | | | 0.0037 | | | 0.00149557 | | Rank | 3 | 1 | 6 | 5 | 8 | 7 | 4 | 9 | 2 |
| | Mean | | | | | | | | | | Std. | | | 2.6288 | 0.4913 | 1.5332 | 2.8868 | 0.0054 | 1.235737304 | | Rank | 7 | 1 | 6 | 5 | 4 | 8 | 3 | 9 | 2 |
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