Table 1 Infection scales for different networks and methods
From: Integrating graph and reinforcement learning for vaccination strategies in complex networks
Network | Peak Infection Scale | Final Infection Scale | ||||||
|---|---|---|---|---|---|---|---|---|
GDM | GND | EI Method | Our Method | GDM | GND | EI Method | Our Method | |
SYN-SF-100 | 83.5±0.9 | 70.4±1.1 | 69.4±1.3 | 54.4±2.5 | 99.2±0.1 | 90.9±1.1 | 92.4±0.7 | 80.6±1.5 |
SYN-SF-500 | 66.3±1.0 | 76.4±0.5 | 67.4±0.7 | 43.8±1.7 | 89.2±0.6 | 95.3±0.3 | 90.8±0.5 | 69.1±1.4 |
SYN-SF-1000 | 64.6±0.6 | 76.0±0.3 | 67.8±0.5 | 50.9±0.9 | 86.4±0.5 | 94.8±0.2 | 90.5±0.4 | 76.0±0.9 |
SYN-ER-100 | 87.8±0.6 | 86.3±0.7 | 83.6±0.9 | 82.0±0.8 | 99.6±0.1 | 99.5±0.1 | 99.2±0.1 | 99.1±0.2 |
SYN-ER-500 | 86.8±0.3 | 82.1±0.4 | 84.3±0.4 | 75.6±0.5 | 99.4±0.1 | 98.3±0.1 | 99.0±0.1 | 94.6±0.6 |
SYN-ER-1000 | 86.9±0.2 | 82.1±0.3 | 84.6±0.3 | 76.0±0.4 | 99.5±0.0 | 98.3±0.1 | 99.0±0.1 | 95.2±0.3 |
SYN-SW-100 | 78.4±1.2 | 72.6±3.3 | 78.2±1.2 | 56.4±6.2 | 99.4±0.2 | 98.1±0.6 | 99.5±0.2 | 87.7±6.3 |
SYN-SW-500 | 75.8±1.5 | 74.1±1.4 | 78.1±0.8 | 61.3±1.8 | 99.2±0.2 | 97.7±1.0 | 99.6±0.1 | 93.4±0.9 |
SYN-SW-1000 | 78.3±0.4 | 71.5±1.2 | 78.9±0.5 | 60.2±1.2 | 99.2±0.1 | 96.5±1.0 | 99.7±0.0 | 92.6±0.7 |
SYN-SF-C-100 | 77.0±1.1 | 69.1±2.7 | 80.2±0.9 | 47.5±3.7 | 94.5±0.6 | 90.1±1.1 | 98.0±0.3 | 69.4±2.6 |
SYN-SF-C-500 | 83.2±0.3 | 67.7±0.7 | 78.8±0.4 | 43.7±1.0 | 98.5±0.1 | 88.2±0.6 | 97.4±0.1 | 65.2±1.3 |
SYN-SF-C-1000 | 82.6±0.3 | 72.5±0.3 | 80.5±0.3 | 52.7±0.5 | 97.7±0.1 | 90.1±0.3 | 97.4±0.1 | 72.4±0.6 |
SYN-ER-C-100 | 83.8±1.0 | 79.2±1.3 | 80.5±1.5 | 69.3±2.0 | 99.4±0.1 | 97.7±0.4 | 98.8±0.2 | 92.8±0.9 |
SYN-ER-C-500 | 82.5±0.3 | 76.4±0.5 | 80.7±0.3 | 63.4±1.0 | 98.9±0.1 | 97.0±0.3 | 98.3±0.2 | 89.5±0.7 |
SYN-ER-C-1000 | 82.5±0.2 | 76.4±0.2 | 79.8±0.3 | 63.5±0.7 | 99.2±0.0 | 97.5±0.1 | 98.5±0.1 | 87.8±0.6 |
N-netscience | 74.2±1.9 | 59.7±3.3 | 73.6±2.1 | 20.6±1.8 | 91.4±2.1 | 74.9±4.1 | 93.8±2.2 | 26.0±2.4 |
N-weaver | 83.2±1.5 | 60.1±4.7 | 77.9±1.7 | 35.8±6.2 | 98.8±0.2 | 76.8±5.1 | 97.4±0.5 | 47.9±8.2 |
N-mammalia | 70.1±5.0 | 55.5±4.4 | 55.9±5.1 | 24.9±3.5 | 88.5±5.3 | 73.8±5.0 | 76.8±6.5 | 32.6±4.7 |
N-tortoise | 45.2±4.1 | 28.2±2.7 | 31.2±2.8 | 18.0±1.7 | 60.2±5.8 | 38.1±3.4 | 39.8±3.5 | 23.4±2.2 |
