Table 5 Results for 10 networks with N=5,K=2 and cost 3.0
From: Learning versus optimal intervention in random Boolean networks
Network | Optimal | Cost Opt. | XCS | XCS | XCS |
|---|---|---|---|---|---|
Number | Cost | Rule Count | Avg. Cost | Rule Count | Time |
1 | 4.56 | 19 | 8.09 | 40.08 | 71.84 |
2 | 1.94 | 9 | 4.94 | 21.28 | 54.72 |
3 | 2.03 | 5 | 4.53 | 19.88 | 46.92 |
4 | 3.81 | 11 | 7.67 | 31.2 | 69.28 |
5 | 2.53 | 19 | 6.09 | 20.4 | 83.08 |
6 | 2.75 | 14 | 7.12 | 30.16 | 77.92 |
7 | 2.66 | 7 | 4.78 | 21.52 | 50.36 |
8 | 2.84 | 11 | 5.79 | 36.36 | 63.56 |
9 | 4.47 | 13 | 8.91 | 35.92 | 87.08 |
10 | 3.75 | 12 | 6.36 | 43.16 | 115.36 |