Table 6.
Robustness value of CI with Original Reinsertion, CIDR and other heuristic algorithms, including Betweenness centrality, Closeness centrality, PageRank centrality, Eigenvector centrality and Nonbacktracking centrality, on 4 random graphs.
Network | Random 0 | Random 1 | Random 2 | Random 3 | Total |
---|---|---|---|---|---|
Betweenness centrality | 0.1169 | 0.2232 | 0.1209 | 0.2323 | 0.6933 |
Closeness centrality | 0.2687 | 0.3045 | 0.2685 | 0.3068 | 1.1484 |
PageRank centrality | 0.1740 | 0.2962 | 0.1736 | 0.2941 | 0.9378 |
Eigenvector centrality | 0.2482 | 0.3036 | 0.2501 | 0.3070 | 1.1089 |
Nonbacktracking centrality | 0.2001 | 0.2947 | 0.1971 | 0.2967 | 0.9886 |
CI with Original Reinsertion (Radius = 0) | 0.0654 | 0.1326 | 0.0628 | 0.1326 | 0.3934 |
CI with Original Reinsertion (Radius = 1) | 0.0560 | 0.1252 | 0.0542 | 0.1250 | 0.3604 |
CI with Original Reinsertion (Radius = 2) | 0.0548 | 0.1248 | 0.0523 | 0.1246 | 0.3566 |
CIDR (Radius = 0) | 0.0492 | 0.1234 | 0.0480 | 0.1237 | 0.3443 |
CIDR (Radius = 1) | 0.0489 | 0.1218 | 0.0490 | 0.1224 | 0.3420 |
CIDR (Radius = 2) | 0.0484 | 0.1214 | 0.0480 | 0.1251 | 0.3429 |