From: An accelerated and robust algorithm for ant colony optimization in continuous functions
Function | ARACO | RACO | ACOR | CACO | API | CIAC |
---|---|---|---|---|---|---|
Rosenbrock (R2) \( \overrightarrow{x} \):[−5,10]n, n = 2 | 1.0 (74.8) | 1.05 | 10.96 | 90.98 | 131.55 | 153.47 |
Sphere \( \overrightarrow{x} \):[−5.12,5.12]n, n = 6 | 1.0 (16.4) | 2.86 | 47.62 | 1333.41 | 619.08 | 3047.80 |
Griewangk \( \overrightarrow{x} \):[−5.12,5,12]n, n = 10 | 16.61 | 1.0 (30) [97%] | 46.33 [61%] | 1668 | - | 1668 [52%] |
Goldstein and Price \( \overrightarrow{x} \):[−2,2]n, n = 2 | 1.0 (17) | 2.88 | 22.58 | 316.23 | - | 1377.88 [56%] |
Martin and Gaddy \( \overrightarrow{x} \):[−20,20]n, n = 2 | 1.0 (16) | 1.0 | 21.56 | 107.81 | - | 733.12 [20%] |
B2 \( \overrightarrow{x} \):[−100,100]n, n = 2 | 1.0 (19.8) | 4.07 | 27.37 | - | - | 602.31 |
Rosenbrock (R5) \( \overrightarrow{x} \):[-5,10]n, n = 5 | 2.01 | 1.0 (184.3) | 13.49 [97%] | - | - | 215.90 [90%] |
Shekel (S4,5) \( \overrightarrow{x} \):[0,10]n, n = 4 | 6.06 [87%] | 1.0 (47.9) [56%] | 16.43 [57%] | - | - | 821.5 [5%] |