Table 1 Performance comparison for randomly generated BNps.
From: Intervention in gene regulatory networks via greedy control policies based on long-run behavior
Control policies | p b | ||||
|---|---|---|---|---|---|
| Â | 0.1 | 0.3 | 0.5 | 0.7 | 0.9 |
ORG | 0.8923 | 0.7000 | 0.5034 | 0.2781 | 0.1110 |
MFPT | 0.8641 | 0.5572 | 0.3222 | 0.1574 | 0.0763 |
BOA | 0.8644 | 0.5717 | 0.3352 | 0.1657 | 0.0777 |
SSD | 0.8609 | 0.5415 | 0.3093 | 0.1491 | 0.0748 |
CSSD | 0.8594 | 0.5102 | 0.2472 | 0.1308 | 0.0743 |
- Average
over 1000 randomly generated BNps before and after applying all of four control policies: ORG – original stationary mass for undesirable states before control; MFPT – mean-first-passage-time control policy; BOA – BOA control policy; SSD – steady-state distribution control policy; CSSD – conservative SSD control policy with x10 as the control gene.
over 1000 randomly generated BNps before and after applying all of four control policies: ORG – original stationary mass for undesirable states before control; MFPT – mean-first-passage-time control policy; BOA – BOA control policy; SSD – steady-state distribution control policy; CSSD – conservative SSD control policy with x10 as the control gene.