Research Article
A Heuristic Solution Approach to Order Batching and Sequencing for Manual Picking and Packing Lines considering Fatiguing Effect
Table 8
Best scenario result of HGA & GSA in ten runs for different order numbers & structures.
| | Algorithms | Metric (sec) | A(60-12) | B(80-16) | C(100-20) | D(150-30) | E(200-40) | A(600) | B(800) | C(1000) | D(1200) | E(1500) |
| | HGA | Obj
Setup
Run
Batch | 1.373
7.490
12.960
61 | 2.075
10.133
13.820
57 | 2.710
12.758
14.823
56 | 2.830
19.665
15.117
56 | 3.198
23.722
18.285
56 | 0.726
5.879
5.724
43 | 1.850
8.158
12.924
62 | 3.931
9.680
24.995
73 | 5.693
10.951
50.832
89 | 13.299
14.068
92.351
113 |
| | GSA | Obj
Setup
Run
Batch | 1.365
27.106
19.794
67 | 2.197
35.139
20.134
65 | 3.194
43.844
24.281
66 | 3.134
52.147
36.563
65 | 3.340
59.230
40.289
64 | 0.635
23.261
25.415
52 | 1.854
29.020
30.438
65 | 3.866
36.728
39.788
80 | 5.819
40.633
55.859
91 | 13.798
52.298
68.674
113 |
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