From: Learning versus optimal intervention in random Boolean networks
Opt. | Opt. | Opt. | XCS | XCS | XCS | |||
---|---|---|---|---|---|---|---|---|
N | K | IC | Min. | Avg. | Max. | Min. | Avg. | Max. |
5 | 2 | 2.0 | 1.72 | 2.61 | 3.59 | 3.69 | 5.11 | 6.42 |
5 | 2 | 2.5 | 1.63 | 2.59 | 3.59 | 3.73 | 5.88 | 7.35 |
5 | 2 | 3.0 | 1.94 | 3.13 | 4.56 | 4.53 | 6.43 | 8.91 |
5 | 3 | 2.0 | 1.75 | 2.68 | 3.34 | 4.63 | 6.27 | 7.69 |
5 | 3 | 2.5 | 1.78 | 2.63 | 3.34 | 5.10 | 7.08 | 9.35 |
5 | 3 | 3.0 | 2.38 | 3.45 | 4.47 | 6.15 | 7.55 | 9.45 |
7 | 2 | 2.0 | 2.46 | 3.30 | 4.44 | 5.21 | 6.48 | 9.24 |
7 | 2 | 2.5 | 2.41 | 3.21 | 4.44 | 5.72 | 7.25 | 10.06 |
7 | 2 | 3.0 | 2.88 | 3.99 | 5.94 | 6.30 | 7.93 | 10.50 |
7 | 3 | 2.0 | 2.61 | 3.19 | 3.71 | 4.94 | 7.24 | 13.41 |
7 | 3 | 2.5 | 2.55 | 3.08 | 3.52 | 6.03 | 7.98 | 13.75 |
7 | 3 | 3.0 | 3.12 | 3.87 | 4.77 | 6.05 | 8.87 | 14.45 |