From: Reverse engineering a gene network using an asynchronous parallel evolution strategy
Algorithm | Time (Good-enough) | Time (Good) | Relative Speed-up | Absolute Speed-up |
---|---|---|---|---|
Serial iES | Â | Â | Â | Â |
- 1 island | 3:35 (±0:54) | 9.51 (±1:05) | - | - |
Sync piES | Â | Â | Â | Â |
- 10 nodes | 0:56 (±0:07) | 3:55 (±0:16) | 8.7 (7.5-9.8) | 3.8 (2.9-4.8) |
- 20 nodes | 0:41 (±0:03) | 4:09 (±0:14) | 14.9 (12.3-17.4) | 5.2 (4.1-6.4) |
- 50 nodes | 0:33 (±0:03) | 3:40 (±0:16) | 29.2 (25.8-32.6) | 6.5 (5.0-8.0) |
Async piES | Â | Â | Â | Â |
- 10 nodes | 0:47 (±0:06) | 3:34 (±0:11) | 10.3 (9.0-11.7) | 4.6 (3.5-5.6) |
- 20 nodes | 0:40 (±0:05) | 3:44 (±0:13) | 15.2 (12.4-18.1) | 5.4 (4.1-6.7) |
- 50 nodes | 0:25 (±0:02) | 3:23 (±0:12) | 38.5 (34.2-42.8) | 8.6 (6.7-10.5) |