Research Article
A Comparative Study of Improved Artificial Bee Colony Algorithms Applied to Multilevel Image Thresholding
Table 3
The average of successful rates (
) and average of maximum number of function calls (
) of the nine methods.
| The number of thresholds | PSO | DPSO | FODPSO | ABC | ABC/best/1 | ABC/best/2 | IABC/best/1 | IABC/rand/1 | CABC | | | | | | | | | | | | | | | | | | |
| 2 | 1 | 1229.16 | 1 | 3150 | 0.99 | 4858.33 | 1 | 1237.50 | 0.98 | 475.00 | 1 | 708.33 | 1 | 529.16 | 1 | 912.50 | 0.97 | 1120.83 | 3 | 1 | 2658.33 | 0.99 | 6275 | 0.88 | 8608.33 | 0.99 | 2508.33 | 0.99 | 937.50 | 1 | 1375.00 | 1 | 958.33 | 0.99 | 1841.66 | 0.93 | 1645.83 | 4 | 0.93 | 4862.5 | 0.90 | 12283.33 | 0.50 | 13750.00 | 0.93 | 5020.83 | 0.91 | 3320.83 | 0.98 | 3033.33 | 0.99 | 2720.83 | 0.95 | 3966.66 | 0.86 | 4645.83 | 5 | 0.73 | 6745.83 | 0.59 | 14216.67 | 0.44 | 13191.67 | 0.77 | 7004.16 | 0.94 | 3979.16 | 0.96 | 5325.00 | 0.98 | 4037.50 | 0.83 | 6283.33 | 0.61 | 6387.50 |
| Averages of the entire experiments | 0.91 | 3873.95 | 0.87 | 8981.25 | 0.70 | 10102.08 | 0.92 | 3942.70 | 0.96 | 2178.12 | 0.98 | 2610.41 | 0.99 | 2061.45 | 0.94 | 3251.04 | 0.84 | 3450.00 |
|
|