Research Article
A Divide-and-Conquer Bat Algorithm with Direction of Mean Best Position for Optimization of Cutting Parameters in CNC Turnings
Table 6
Comparison of different algorithms (when Tp = Tr + Ts, dt = 6 mm).
| | Algorithm | Cutting speed (m/min) | Feed rate (mm/rev) | Depth of cut (mm) | UC ($/piece) | Constraint violation | | Vr | Vs | Fr | fs | dr | ds |
| | GQMBA-DC | 123.3360 | 169.9697 | 0.5655 | 0.2262 | 3 | 3 | 1.9592 | 0 | | HPSO [12] | 123.3424 | 169.9783 | 0.5655 | 0.2262 | 3 | 3 | 1.9591 | 0 | | FPA [20] | 123.3431 | 169.9785 | 0.5655 | 0.2262 | 3 | 3 | 1.9591 | 0 | | COA [21] | 123.1462 | 169.9876 | 0.5655 | 0.2262 | 3 | 3 | 1.959 | 0 | | GA [4] | 1114.22 | 164.369 | 0.7 | 0.2978 | 2.9745 | 2.9863 | 1.7842 | 0.5148 | | ACO [7] | 103.05 | 162.02 | 0.9 | 0.24 | 3 | 3 | 1.8450 | 0.5396 | | PSO [9] | 106.69 | 155.89 | 0.897 | 0.28 | 2 | 2 | 2.2721 | 0 | | HRDE [23] | – | – | – | – | – | – | 2.0461 | – | | AIA [23] | – | – | – | – | – | – | 2.12 | – | | DERE [24] | – | – | – | – | – | – | 2.046 | – | | ABC [24] | – | – | – | – | – | – | 2.118 | – | | DE [24] | – | – | – | – | – | – | 2.136 | – | | HABC [25] | – | – | – | – | – | – | 2.046 | – | | HRTLBO [26] | – | – | – | – | – | – | 2.046 | – | | FA [27] | 98.4102 | 162.2882 | 0.82 | 0.2582 | 3 | 3 | 1.824 | (24) |
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