Research Article
A New Mathematical Model for Cell Layout Problem considering Rotation of Unequal Dimensions of Cells and Machines
Table 14
Mean values of the objective function obtained from three meta-heuristic algorithms.
| Problem number | N × M | ICA | PSO | GA | Objective function | Computational times | Objective function | Computational times | Objective function | Computational times |
| 1 | 3 × 12 | 2849.80 | 76.23 | 2768.62 | 221.14 | 2750.32 | 132.40 | 2 | 3 × 12 | 2659.08 | 74.98 | 2679.66 | 216.98 | 2632.20 | 130.13 | 3 | 3 × 10 | 2037.72 | 72.68 | 1996.7 | 205.33 | 2072.60 | 123.96 | 4 | 3 × 10 | 1917.26 | 73.56 | 1923.55 | 205.78 | 1933.93 | 124.43 | 5 | 3 × 15 | 2942.28 | 79.31 | 2971.85 | 243.38 | 3060.59 | 149.71 | 6 | 3 × 15 | 3451.31 | 79.45 | 3407.67 | 238.22 | 3388.70 | 146.38 | 7 | 3 × 16 | 3699.79 | 81.80 | 3658.51 | 257.32 | 3725.47 | 152.69 | 8 | 3 × 16 | 4325.25 | 80.89 | 4313.03 | 249.24 | 4133.24 | 155.19 | 9 | 3 × 13 | 1781.41 | 78.24 | 1795.53 | 227.47 | 1835.23 | 135.48 | 10 | 3 × 13 | 3327.71 | 77.63 | 3204.45 | 225.67 | 3284.96 | 136.20 | 11 | 4 × 12 | 1959.2 | 92.70 | 1969.3 | 257.33 | 2061.4 | 154.37 | 12 | 4 × 12 | 1991.82 | 92.64 | 2143.08 | 263.26 | 2166.94 | 154.68 | 13 | 4 × 14 | 3595.10 | 94.09 | 3618.97 | 273.61 | 4311.67 | 162.90 | 14 | 4 × 14 | 3308.36 | 94.76 | 3352.13 | 276.02 | 3386.49 | 160.54 | 15 | 4 × 16 | 3598.38 | 95.68 | 3656.24 | 279.74 | 3648.26 | 169.95 | 16 | 4 × 16 | 2778.13 | 96.37 | 2814.83 | 280.85 | 2791.70 | 170.07 | 17 | 4 × 18 | 4586.97 | 103.69 | 4631.98 | 295.27 | 4540.73 | 181.61 | 18 | 4 × 18 | 5171.15 | 104.47 | 5136.73 | 299.21 | 5169.58 | 179.99 | 19 | 4 × 20 | 5041.08 | 101.46 | 5190.46 | 306.47 | 5163.96 | 190.46 | 20 | 4 × 20 | 4877.92 | 103.95 | 4984.84 | 316.46 | 4877.04 | 195.01 | 21 | 5 × 15 | 5439.84 | 115.35 | 5398.24 | 313.87 | 5399 | 190.78 | 22 | 5 × 16 | 3920.98 | 114.36 | 3874.34 | 319.43 | 3871.86 | 192.94 | 23 | 5 × 18 | 3942.04 | 115.89 | 4139.03 | 334.21 | 3913.54 | 199.91 | 24 | 5 × 18 | 6779.99 | 116.76 | 6889.71 | 339.50 | 6581.08 | 199.85 | 25 | 5 × 20 | 4863.41 | 117.81 | 4776.85 | 343.90 | 4797.79 | 202.24 | 26 | 5 × 20 | 6449.17 | 129.546 | 6212.09 | 346.20 | 6160.17 | 206.52 | 27 | 3 × 12 | 2849.80 | 76.23 | 2768.62 | 221.14 | 2750.32 | 132.40 | 28 | 3 × 12 | 2659.08 | 74.98 | 2679.66 | 216.98 | 2632.20 | 130.13 | 29 | 3 × 10 | 2037.72 | 72.68 | 1996.7 | 205.33 | 2072.60 | 123.96 | 30 | 3 × 10 | 1917.26 | 73.56 | 1923.55 | 205.78 | 1933.93 | 124.43 |
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