Research Article
Genetic Algorithm Based Approach in Attribute Weighting for a Medical Data Set
Table 3
Example evaluation computation time of one population (21 individuals, one generation) in GA runs with different computers.
| Example one population evaluation time | Computer | GA ONE | GA cwk-NN | GA wk-NN OVA | Specifications |
| C1 | 3 min 25 s | 48 min 54 s | 4 h 57 min 8 s | W7 Intel Core i7-3540M 3.00 GHz, 16 GB RAM | C2 | — | 49 min 53 s | 6 h 59 min 16 s | I3-530 2.93 GHz, 12 GB RAM | C3 | — | 3 h 47 min 41 s | 9 h 41 min 9 s | Q6600 2.4 GHz, 8 GB RAM | C4 | — | 3 h 12 min 41 s | 21 h 14 min 0 s | HP ProLiant DL580 G7 server: 4*Intel Xeon X7560 2.26 GHz, 1 TB RAM | C5 | — | 3 h 4 min 58 s | 7 h 22 min 52 s | DL785 G5 server: 8*AMD Opteron 8360 SE 2.5 GHz, 512 GB RAM | C6 | — | — | 10 h 34 min 55 s | Intel Core2 Duo E6750 2.66 GHz, 2 GB RAM |
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