Research Article
A Hybrid Evolutionary Algorithm for Wheat Blending Problem
Table 3
Result of test cases with unlimited splits allowed.
|
Test case |
Number of loads | Known best | Heuristic algorithm | Hybrid algorithm | Splits used | Percentage to known best | Splits used | Time used (seconds) | Percentage to known best | Splits used | Time used (seconds) |
| R1 | 34 | 3 | 10.3 | 5 | 15.3 | 0 | 3 | 1.4 | R2 | 145 | 2 | 17.9 | 3 | 11.9 | 0 | 2 | 2.3 | R3 | 26 | 0 | 0 | 0 | 1.4 | 0 | 0 | 1.0 | R4 | 332 | 1 | 0 | 0 | 6.5 | 0 | 0 | 5.9 | R5 | 127 | 2 | 23.7 | 5 | 22.1 | 0 | 2 | 2.2 | R6 | 718 | 2 | 36.5 | 46 | 732.4 | 0 | 3 | 49.9 | R7 | 129 | 2 | 15.8 | 2 | 28.9 | 0 | 3 | 2.2 | R8 | 610 | 5 | 20.4 | 22 | 139.7 | 1.2 | 6 | 25.3 | R9 | 49 | 2 | 2.2 | 7 | 10.1 | 0 | 2 | 1.6 | R10 | 47 | 2 | 9.6 | 3 | 14.5 | 0 | 2 | 2.9 |
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