Research Article
Combining Users’ Cognition Noise with Interactive Genetic Algorithms and Trapezoidal Fuzzy Numbers for Product Color Design
Table 2
Experimental result comparing NIGA with IGA.
| Name | User ID | Total generations | Nc | Nf | Total number of satisfactory individuals |
| NIGA | DM1 | 16 | 1 | 91 | 6 | DM2 | 14 | 1 | 80 | 6 | DM3 | 14 | 1 | 82 | 6 | DM4 | 15 | 1 | 87 | 6 | DM5 | 16 | 5 | None | 6 | DM6 | 15 | 1 | 85 | 6 | DM7 | 20 | 1 | 115 | 5 | DM8 | 14 | 1 | 79 | 6 | DM9 | 17 | 5 | 100 | 6 | DM10 | 15 | 1 | 88 | 6 | DF1 | 16 | 7 | 91 | 6 | DF2 | 16 | 5 | None | 6 | DF3 | 15 | 1 | 89 | 6 | DF4 | 12 | 1 | 68 | 6 | DF5 | 20 | 8 | 103 | 3 | DF6 | 15 | 6 | 88 | 6 | DF7 | 14 | 1 | 79 | 6 | DF8 | 17 | 1 | 100 | 6 | DF9 | 14 | 1 | 80 | 6 | DF10 | 16 | 1 | 92 | 6 |
| IGA | DM1 | 18 | — | — | 6 | DM2 | 16 | — | — | 6 | DM3 | 15 | — | — | 6 | DM4 | 17 | — | — | 6 | DM5 | 20 | — | — | 4 | DM6 | 18 | — | — | 6 | DM7 | 17 | — | — | 6 | DM8 | 15 | — | — | 6 | DM9 | 18 | — | — | 6 | DM10 | 17 | — | — | 6 | DF1 | 16 | — | — | 6 | DF2 | 20 | — | — | 5 | DF3 | 20 | — | — | 5 | DF4 | 20 | — | — | 4 | DF5 | 13 | — | — | 6 | DF6 | 14 | — | — | 6 | DF7 | 15 | — | — | 6 | DF8 | 15 | — | — | 6 | DF9 | 20 | — | — | 3 | DF10 | 20 | — | — | 5 |
| NIGA | CM1 | 13 | 5 | 75 | 6 | CM2 | 14 | 4 | 81 | 6 | CM3 | 15 | 5 | 88 | 6 | CM4 | 20 | 3 | 120 | 3 | CM5 | 15 | 1 | 85 | 6 | CM6 | 20 | 1 | 105 | 5 | CM7 | 14 | 5 | 81 | 6 | CM8 | 15 | 5 | 86 | 6 | CM9 | 15 | 6 | 87 | 6 | CM10 | 20 | 4 | 115 | 5 | CF1 | 15 | 6 | 85 | 6 | CF2 | 12 | 5 | 70 | 6 | CF3 | 14 | 5 | 80 | 6 | CF4 | 20 | 8 | 115 | 6 | CF5 | 15 | 6 | 86 | 6 | CF6 | 16 | 8 | 91 | 6 | CF7 | 14 | 6 | 82 | 6 | CF8 | 20 | 9 | 104 | 4 | CF9 | 15 | 4 | 87 | 6 | CF10 | 20 | 8 | 99 | 5 |
| IGA | CM1 | 19 | — | — | 6 | CM2 | 20 | — | — | 6 | CM3 | 19 | — | — | 6 | CM4 | 20 | — | — | 6 | CM5 | 20 | — | — | 4 | CM6 | 18 | — | — | 6 | CM7 | 17 | — | — | 6 | CM8 | 20 | — | — | 5 | CM9 | 20 | — | — | 5 | CM10 | 18 | — | — | 6 | CF1 | 18 | — | — | 6 | CF2 | 19 | — | — | 6 | CF3 | 20 | — | — | 5 | CF4 | 20 | — | — | 5 | CF5 | 18 | — | — | 6 | CF6 | 20 | — | — | 4 | CF7 | 19 | — | — | 6 | CF8 | 20 | — | — | 4 | CF9 | 18 | — | — | 6 | CF10 | 19 | — | — | 6 |
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