Research Article
Energy-Efficient Scheduling for a Job Shop Using Grey Wolf Optimization Algorithm with Double-Searching Mode
Table 3
Comparison results for different algorithms.
| Index | Instancce | TLBO | HGWO | DMGWO | Best | Avg | ARPD | T | Best | Avg | ARPD | T | Best | Avg | ARPD | T |
| 1 | FT06 | 372.3 | 400.3 | 7.52 | 37.1 | 372.3 | 376.5 | 1.13 | 13.0 | 372.3 | 378.3 | 1.61 | 5.5 | 2 | FT10 | 13155.8 | 14211.8 | 49.42 | 189.6 | 9822.7 | 10634.3 | 11.81 | 65.0 | 9511.2 | 10260.24 | 7.88 | 18.9 | 3 | FT20 | 14375.4 | 17241.7 | 69.31 | 345.6 | 11516.8 | 12552.7 | 23.27 | 66.0 | 10183.4 | 11489.3 | 12.82 | 21.4 | 4 | LA01 | 3963.2 | 4727.1 | 64.97 | 80.0 | 2865.4 | 3130.9 | 9.27 | 21.4 | 2865.4 | 3081.9 | 7.56 | 8.3 | 5 | LA02 | 3531.8 | 3956.3 | 86.46 | 79.4 | 2121.8 | 2509.1 | 18.25 | 21.3 | 2200.6 | 2529.2 | 19.20 | 8.0 | 6 | LA03 | 4777.2 | 5112.9 | 47.58 | 77.0 | 3464.6 | 3908.6 | 12.82 | 21.1 | 3744.2 | 3939.3 | 13.70 | 8.0 | 7 | LA04 | 4364.8 | 4622.5 | 58.09 | 77.8 | 2934.2 | 3262.3 | 11.57 | 21.0 | 2924.0 | 3115.9 | 6.56 | 8.0 | 8 | LA05 | 4547.0 | 4755.8 | 22.93 | 81.2 | 3868.6 | 4149.4 | 7.26 | 21.2 | 4059.6 | 4174.8 | 7.92 | 7.8 | 9 | LA06 | 8135.4 | 9242.1 | 42.62 | 178.2 | 6942.3 | 7253.5 | 11.93 | 40.2 | 6480.4 | 6947.0 | 7.20 | 13.8 | 10 | LA07 | 8899.9 | 9418.7 | 45.62 | 176.4 | 6665.3 | 7078.2 | 9.44 | 40.3 | 6467.9 | 6803.6 | 5.19 | 13.9 | 11 | LA08 | 7777.6 | 8474.6 | 64.56 | 184.1 | 5381.6 | 5855.6 | 13.70 | 40.3 | 5149.9 | 5697.1 | 10.63 | 13.1 | 12 | LA09 | 8593.2 | 9496.0 | 61.67 | 177.4 | 6004.5 | 6779.3 | 15.42 | 39.6 | 5873.6 | 6257.9 | 6.54 | 13.8 | 13 | LA10 | 9648.7 | 10303.0 | 38.17 | 171.9 | 7456.6 | 7917.5 | 6.18 | 39.5 | 7495.6 | 7853.4 | 5.32 | 13.8 | 14 | LA11 | 15544.2 | 16590.8 | 38.94 | 333.2 | 12795.2 | 13203.2 | 10.57 | 64.7 | 11940.6 | 12872.4 | 7.80 | 21.2 | 15 | LA12 | 12664.4 | 13228.8 | 42.32 | 331.4 | 9416.6 | 9901.5 | 6.53 | 65.7 | 9295.0 | 9974.3 | 7.31 | 21.3 | 16 | LA13 | 15006.2 | 15563.2 | 47.39 | 338.8 | 10808.4 | 11580.1 | 9.67 | 64.9 | 10559.2 | 11390.6 | 7.87 | 21.4 | 17 | LA14 | 17479.0 | 18805.6 | 29.54 | 333.9 | 14517.4 | 15542.4 | 7.06 | 65.5 | 14595.4 | 15989.2 | 10.14 | 21.6 | 18 | LA15 | 16251.8 | 16993.9 | 36.92 | 334.7 | 12425.8 | 13400.6 | 7.97 | 64.4 | 12411.4 | 13008.0 | 4.81 | 21.8 | 19 | LA16 | 14492.9 | 15869.3 | 32.47 | 182.0 | 11979.8 | 13086.8 | 9.24 | 63.1 | 11979.8 | 12690.6 | 5.93 | 19.5 | 20 | LA17 | 13146.6 | 14391.7 | 35.69 | 182.9 | 10606.0 | 11490.1 | 8.34 | 62.0 | 10606.0 | 11558.0 | 8.98 | 18.7 | 21 | LA18 | 12855.4 | 14588.5 | 54.68 | 183.7 | 10241.1 | 10688.2 | 13.33 | 62.2 | 9431.4 | 10564.0 | 12.01 | 18.6 | 22 | LA19 | 12475.0 | 13215.9 | 56.53 | 185.6 | 8443.0 | 9484.7 | 12.34 | 61.9 | 8443.0 | 9156.8 | 8.45 | 18.6 | 23 | LA20 | 15653.6 | 17613.8 | 32.24 | 181.3 | 13521.8 | 14362.1 | 7.82 | 63.1 | 13320.0 | 14149.4 | 6.23 | 18.6 | 24 | LA21 | 21510.9 | 22242.2 | 86.38 | 426.6 | 11934.1 | 13853.9 | 16.09 | 122.7 | 12320.6 | 13344.7 | 11.82 | 34.1 | 25 | LA22 | 21873.5 | 22429.0 | 70.34 | 422.8 | 13476.6 | 14466.0 | 9.86 | 116.3 | 13167.4 | 14102.6 | 7.10 | 33.6 | 26 | LA23 | 19924.8 | 21070.1 | 109.50 | 417.2 | 10311.1 | 11248.6 | 11.85 | 117.0 | 10057.2 | 11101.7 | 10.39 | 33.5 | 27 | LA24 | 18822.2 | 20179.1 | 101.28 | 431.0 | 10271.5 | 12389.9 | 23.58 | 119.2 | 10025.5 | 11501.1 | 14.72 | 33.6 | 28 | LA25 | 20193.5 | 22058.7 | 75.82 | 419.4 | 13110.0 | 14392.6 | 14.72 | 117.7 | 12546.1 | 13800.9 | 10.00 | 33.6 | 29 | LA26 | 27738.2 | 30390.6 | 99.74 | 817.7 | 15215.0 | 17455.7 | 14.73 | 197.7 | 15934.2 | 17142.0 | 12.67 | 50.7 | 30 | LA27 | 27596.2 | 30652.0 | 91.42 | 800.3 | 16013.2 | 17738.3 | 10.77 | 203.2 | 16796.6 | 17551.7 | 9.61 | 50.0 | 31 | LA28 | 28440.4 | 31144.0 | 96.00 | 803.4 | 15889.8 | 18211.8 | 14.61 | 203.9 | 15922.4 | 18244.7 | 14.82 | 49.7 | 32 | LA29 | 28901.6 | 31343.6 | 69.21 | 790.3 | 18524.0 | 20412.4 | 10.19 | 200.5 | 18694.2 | 20205.0 | 9.07 | 49.3 | 33 | LA30 | 32110.6 | 33845.3 | 69.03 | 805.0 | 20429.0 | 21392.4 | 6.84 | 207.1 | 20023.4 | 20896.1 | 4.36 | 49.2 | 34 | LA31 | 50140.7 | 54193.6 | 55.78 | 2137.1 | 36974.3 | 39046.6 | 12.24 | 434.4 | 34787.6 | 36839.3 | 5.90 | 88.2 | 35 | LA32 | 55044.1 | 56783.2 | 55.99 | 2011.3 | 37168.4 | 38154.3 | 4.81 | 444.6 | 36402.4 | 37161.4 | 2.09 | 87.5 | 36 | LA33 | 49378.8 | 52924.8 | 58.14 | 1674.4 | 34788.7 | 36123.5 | 7.94 | 425.7 | 33466.2 | 35538.7 | 6.19 | 87.4 | 37 | LA34 | 51422.3 | 54523.5 | 60.00 | 1857.8 | 34494.4 | 37743.5 | 10.76 | 434.0 | 34077.1 | 36436.9 | 6.92 | 92.2 | 38 | LA35 | 57561.1 | 59842.1 | 55.39 | 1794.1 | 40544.9 | 42996.0 | 11.64 | 434.4 | 38511.5 | 40783.8 | 5.90 | 93.3 | 39 | LA36 | 43779.1 | 45924.3 | 47.81 | 587.3 | 32033.0 | 34732.9 | 11.79 | 251.7 | 31070.4 | 33365.9 | 7.39 | 60.6 | 40 | LA37 | 43986.0 | 46232.3 | 44.11 | 596.9 | 32552.6 | 33660.8 | 4.92 | 253.5 | 32082.3 | 32980.9 | 2.80 | 59.9 | 41 | LA38 | 39819.45 | 42084.6 | 47.51 | 634.3 | 28530.4 | 30706.1 | 7.63 | 249.2 | 29835.1 | 30725.1 | 7.69 | 58.8 | 42 | LA39 | 39469.9 | 42439.5 | 75.81 | 611.3 | 24615.9 | 26750.9 | 10.82 | 254.4 | 24139.1 | 24966.4 | 3.43 | 58.0 | 43 | LA40 | 38279.0 | 40019.4 | 66.12 | 640.3 | 24942.3 | 28096.8 | 16.63 | 255.4 | 24091.0 | 26508.0 | 10.03 | 58.3 |
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