Table 1 Mean network minimization and mean running time comparison in synthetic datasets
From: A flood-based information flow analysis and network minimization method for gene regulatory networks
Mean initial size, links | Mean minimization, % of removed links | Mean fitness decrease in flood minimized networks | Mean running time, sec | |||
|---|---|---|---|---|---|---|
Flood | Best heuristic | Flood | Best heuristic | |||
AND-lmr | 11.61 | -52.3 | -66.9 | -0.8% | 0.0019 | 11502.0 |
AND-hmr | 26.57 | -41.1 | -83.3 | -1.0% | 0.0023 | 12147.0 |
XOR-lmr | 52.20 | -34.0 | -79.7 | -1.9% | 0.0036 | 13794.0 |
XOR-hmr | 55.68 | -33.9 | -81.1 | -2.0% | 0.0039 | 13986.0 |