Research Article
Diversity Controlling Genetic Algorithm for Order Acceptance and Scheduling Problem
Table 4
Results for problem set
.
| | | Deviation from UB (%) | | m-ATCS | ISFAN | TS | ABC | IGAL | DCGA | | Max. | Ave. | Min. | Max. | Ave. | Min. | Max. | Ave. | Min. | Max. | Ave. | Min. | Max. | Ave. | Min. | Max. | Ave. | Min. |
| | 0.1 | 0.1 | 20 | 14 | 9 | 12 | 8 | 4 | 6 | 4 | 1 | 4 | 3 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | | 0.3 | 32 | 16 | 6 | 11 | 7 | 3 | 6 | 3 | 2 | 6 | 2 | 1 | 4 | 2 | 1 | 3 | 1 | 1 | | 0.5 | 21 | 12 | 3 | 11 | 7 | 3 | 4 | 2 | 1 | 2 | 1 | 0 | 2 | 1 | 0 | 2 | 1 | 0 | | 0.7 | 23 | 13 | 5 | 9 | 5 | 2 | 4 | 1 | 0 | 3 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | | 0.9 | 24 | 8 | 2 | 10 | 6 | 1 | 2 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| | 0.3 | 0.1 | 29 | 19 | 13 | 12 | 9 | 5 | 5 | 4 | 2 | 5 | 3 | 1 | 4 | 2 | 1 | 4 | 2 | 1 | | 0.3 | 24 | 18 | 7 | 12 | 10 | 7 | 7 | 5 | 3 | 6 | 3 | 1 | 5 | 3 | 1 | 4 | 3 | 1 | | 0.5 | 26 | 18 | 10 | 10 | 7 | 5 | 6 | 3 | 2 | 5 | 2 | 2 | 3 | 2 | 1 | 3 | 2 | 1 | | 0.7 | 32 | 17 | 8 | 24 | 11 | 6 | 6 | 2 | 1 | 5 | 2 | 1 | 5 | 2 | 1 | 4 | 1 | 0 | | 0.9 | 27 | 16 | 6 | 18 | 9 | 5 | 4 | 2 | 0 | 3 | 1 | 0 | 2 | 1 | 0 | 2 | 1 | 0 |
| | 0.5 | 0.1 | 29 | 19 | 12 | 14 | 11 | 7 | 7 | 6 | 3 | 7 | 5 | 3 | 6 | 4 | 2 | 6 | 4 | 2 | | 0.3 | 29 | 21 | 11 | 17 | 11 | 6 | 9 | 5 | 3 | 7 | 4 | 3 | 7 | 4 | 2 | 7 | 4 | 2 | | 0.5 | 30 | 20 | 8 | 20 | 13 | 8 | 8 | 5 | 2 | 6 | 4 | 2 | 6 | 4 | 1 | 6 | 4 | 1 | | 0.7 | 38 | 26 | 17 | 17 | 13 | 7 | 11 | 6 | 2 | 12 | 3 | 0 | 7 | 4 | 1 | 7 | 4 | 1 | | 0.9 | 49 | 28 | 16 | 25 | 15 | 6 | 7 | 4 | 1 | 7 | 3 | 1 | 7 | 3 | 1 | 7 | 3 | 1 |
| | 0.7 | 0.1 | 26 | 20 | 12 | 27 | 18 | 10 | 18 | 9 | 3 | 16 | 8 | 1 | 15 | 7 | 1 | 15 | 7 | 1 | | 0.3 | 33 | 26 | 18 | 23 | 17 | 9 | 14 | 10 | 7 | 12 | 9 | 5 | 12 | 8 | 5 | 12 | 8 | 5 | | 0.5 | 43 | 33 | 26 | 26 | 19 | 13 | 15 | 12 | 7 | 14 | 10 | 5 | 14 | 10 | 5 | 14 | 10 | 5 | | 0.7 | 40 | 29 | 15 | 21 | 15 | 9 | 14 | 8 | 2 | 12 | 7 | 2 | 12 | 6 | 2 | 12 | 6 | 2 | | 0.9 | 53 | 29 | 8 | 24 | 17 | 10 | 15 | 10 | 3 | 14 | 8 | 0 | 14 | 8 | 0 | 14 | 8 | 0 |
| | 0.9 | 0.1 | 20 | 12 | 4 | 25 | 8 | 0 | 6 | 1 | 0 | 5 | 1 | 0 | 5 | 0 | 0 | 5 | 0 | 0 | | 0.3 | 22 | 17 | 10 | 8 | 5 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 0.5 | 45 | 27 | 14 | 44 | 12 | 1 | 12 | 4 | 0 | 12 | 3 | 0 | 12 | 2 | 0 | 12 | 2 | 0 | | 0.7 | 45 | 29 | 17 | 31 | 13 | 0 | 25 | 8 | 0 | 21 | 7 | 0 | 21 | 7 | 0 | 21 | 7 | 0 | | 0.9 | 58 | 30 | 20 | 31 | 13 | 2 | 22 | 7 | 0 | 19 | 6 | 0 | 19 | 6 | 0 | 19 | 6 | 0 |
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