Table 3.
Experiments with MVC on both ER and BA graphs. All MVC solutions shown here are averaged over 10 testing graphs. Five solvers (Graph-RL, Random, 2-OPT, Greedy, Exhaustive Search) are compared. The best two solutions are highlighted in bold for each dataset. Graph-RL is the solution obtained by our OpenGraphGym framework.
| Graphs | Avg#nodes | Avg#edges | Graph-RL | Random | 2-OPT | Greedy | Exhaustive search |
|---|---|---|---|---|---|---|---|
| ER | 20 | 30.1 | 10.1 | 17.8 | 15.2 | 16.3 | 9.4 |
| BA | 20 | 64 | 11.4 | 18 | 16.2 | 16 | 12 |
| ER | 50 | 190.4 | 33.2 | 48 | 45 | 47.4 | 36.4 |
| BA | 50 | 184 | 28.8 | 48 | 41.8 | 46 | 34.3 |