Research Article
Diversity Controlling Genetic Algorithm for Order Acceptance and Scheduling Problem
Table 3
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 | 17 | 11 | 6 | 10 | 7 | 2 | 5 | 3 | 1 | 4 | 2 | 0 | 4 | 2 | 0 | 2 | 2 | 0 | | 0.3 | 30 | 17 | 5 | 13 | 9 | 3 | 5 | 3 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | | 0.5 | 23 | 17 | 4 | 8 | 5 | 1 | 3 | 2 | 1 | 3 | 2 | 0 | 3 | 1 | 0 | 3 | 1 | 0 | | 0.7 | 23 | 12 | 6 | 10 | 5 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | | 0.9 | 24 | 10 | 0 | 17 | 6 | 0 | 4 | 1 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 3 | 0 | 0 |
| | 0.3 | 0.1 | 28 | 20 | 9 | 18 | 11 | 7 | 8 | 5 | 2 | 7 | 4 | 2 | 7 | 3 | 0 | 7 | 3 | 0 | | 0.3 | 27 | 20 | 12 | 15 | 9 | 5 | 6 | 5 | 3 | 6 | 4 | 1 | 6 | 3 | 1 | 5 | 3 | 1 | | 0.5 | 26 | 17 | 9 | 12 | 8 | 5 | 8 | 5 | 2 | 6 | 4 | 1 | 6 | 3 | 1 | 5 | 3 | 1 | | 0.7 | 31 | 17 | 5 | 12 | 7 | 2 | 7 | 3 | 1 | 7 | 2 | 1 | 7 | 2 | 0 | 7 | 2 | 0 | | 0.9 | 28 | 18 | 5 | 13 | 7 | 1 | 5 | 2 | 0 | 5 | 2 | 0 | 5 | 1 | 0 | 5 | 1 | 0 |
| | 0.5 | 0.1 | 26 | 20 | 12 | 13 | 10 | 7 | 8 | 6 | 4 | 6 | 5 | 2 | 6 | 4 | 2 | 5 | 4 | 2 | | 0.3 | 63 | 26 | 11 | 18 | 12 | 5 | 9 | 6 | 3 | 9 | 5 | 1 | 8 | 5 | 1 | 8 | 5 | 1 | | 0.5 | 37 | 27 | 19 | 17 | 13 | 9 | 10 | 7 | 3 | 9 | 5 | 2 | 9 | 5 | 2 | 9 | 5 | 2 | | 0.7 | 35 | 23 | 13 | 17 | 12 | 7 | 11 | 5 | 1 | 11 | 5 | 1 | 11 | 4 | 1 | 11 | 4 | 1 | | 0.9 | 38 | 26 | 10 | 23 | 14 | 5 | 11 | 6 | 0 | 11 | 6 | 0 | 11 | 5 | 0 | 11 | 5 | 0 |
| | 0.7 | 0.1 | 30 | 22 | 17 | 20 | 14 | 8 | 15 | 10 | 5 | 14 | 9 | 5 | 14 | 8 | 2 | 14 | 8 | 2 | | 0.3 | 33 | 24 | 10 | 18 | 13 | 10 | 14 | 9 | 6 | 13 | 8 | 6 | 12 | 8 | 6 | 12 | 8 | 6 | | 0.5 | 47 | 35 | 19 | 24 | 14 | 5 | 20 | 9 | 0 | 20 | 9 | 0 | 20 | 9 | 0 | 20 | 9 | 0 | | 0.7 | 40 | 25 | 9 | 24 | 13 | 0 | 12 | 7 | 0 | 12 | 6 | 0 | 12 | 6 | 0 | 12 | 6 | 0 | | 0.9 | 44 | 29 | 7 | 34 | 17 | 8 | 13 | 8 | 0 | 12 | 7 | 0 | 12 | 7 | 0 | 12 | 7 | 0 |
| | 0.9 | 0.1 | 18 | 10 | 1 | 8 | 4 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 0.3 | 26 | 15 | 7 | 24 | 7 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 0.5 | 43 | 20 | 8 | 24 | 8 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 0.7 | 46 | 21 | 11 | 13 | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | | 0.9 | 39 | 27 | 12 | 18 | 12 | 0 | 13 | 2 | 0 | 13 | 1 | 0 | 13 | 1 | 0 | 13 | 1 | 0 |
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