Multiobjective Optimization for Fixture Locating Layout of Sheet Metal Part Using SVR and NSGA-II

Table 4

Pareto optimal solution set.

Number	Coordination	/mm
		1	(857.1263, 640.515)	1.727699	6.430427
2	(857.4084, 640.3446)	1.72771	6.423829
3	(857.558, 640.5037)	1.727724	6.420588
4	(857.9121, 640.012)	1.727788	6.41228
5	(858.0873, 640.1298)	1.727824	6.408521
6	(858.2955, 640.4132)	1.727882	6.404211
7	(858.4601, 640.1936)	1.727936	6.400485
8	(858.6489, 639.8772)	1.728013	6.39622
9	(858.8504, 640.4498)	1.728097	6.39238
10	(858.9442, 639.7643)	1.728146	6.389922
11	(859.1689, 639.9301)	1.728254	6.385363
12	(859.2113, 640.0448)	1.728275	6.384564
13	(859.4965, 639.8107)	1.728445	6.378577
14	(859.6698, 639.8657)	1.728555	6.375112
15	(859.8157, 640.0276)	1.728655	6.372288
16	(859.9493, 639.4548)	1.728765	6.369304
17	(860.1582, 640.032)	1.728912	6.365522
18	(860.4934, 639.3426)	1.729205	6.358663
19	(860.6067, 638.5751)	1.729375	6.356181
20	(860.8294, 638.8946)	1.729543	6.352104
21	(861.2121, 638.8173)	1.729931	6.344983
22	(861.3658, 638.5834)	1.730117	6.342108
23	(861.8739, 639.0724)	1.73066	6.333174
24	(862.0308, 639.0256)	1.730856	6.330407
25	(862.1956, 639.5911)	1.731055	6.327726
26	(862.8157, 639.1991)	1.731914	6.317078
27	(863.0007, 639.3575)	1.732186	6.314057
28	(863.2695, 639.3298)	1.732599	6.309667
29	(863.5583, 640.197)	1.733112	6.305263
30	(863.66, 640.1977)	1.733282	6.303648
31	(863.9331, 639.6238)	1.733705	6.299226
32	(864.1062, 639.6468)	1.734011	6.296564
33	(864.293, 639.0971)	1.734331	6.293644
34	(864.828, 639.2486)	1.735339	6.285737
35	(864.9587, 639.1982)	1.735594	6.283842
36	(865.2114, 640.2559)	1.736193	6.280348
37	(865.4428, 639.7651)	1.736616	6.277022
38	(865.7169, 639.772)	1.737202	6.273236
39	(865.7257, 639.9955)	1.737247	6.273134
40	(865.9755, 639.4373)	1.73774	6.269726
41	(866.0171, 639.4455)	1.737833	6.269171
42	(866.2835, 639.4555)	1.738436	6.265652
43	(866.4907, 638.627)	1.738879	6.263041
44	(866.5304, 638.8366)	1.738974	6.262505
45	(867.1737, 639.0451)	1.740534	6.254456
46	(867.3659, 639.0463)	1.741016	6.252137
47	(868.4293, 639.2489)	1.74385	6.239908
48	(868.4349, 639.2294)	1.743863	6.239851
49	(868.6918, 638.9492)	1.744555	6.237148
50	(868.9649, 638.973)	1.745335	6.234259
51	(869.5347, 639.8578)	1.747138	6.228198
52	(869.9662, 639.4221)	1.748383	6.224126
53	(870.3028, 639.4324)	1.74944	6.220968
54	(870.9122, 639.925)	1.751508	6.215329
55	(871.0192, 639.9366)	1.751865	6.214398
56	(871.1483, 640.2595)	1.752376	6.213178
57	(871.6877, 641.0927)	1.75448	6.208433
58	(872.2787, 640.9801)	1.75653	6.203838
59	(872.5152, 641.3372)	1.757522	6.201948
60	(872.6415, 641.3698)	1.757997	6.20101
61	(873.039, 641.3271)	1.759454	6.198197
62	(873.4614, 641.3901)	1.761079	6.195316
63	(873.9644, 641.7911)	1.763208	6.191943
64	(874.2811, 641.796)	1.764462	6.190021
65	(874.3631, 641.9308)	1.764855	6.189481
66	(874.7061, 640.6866)	1.765692	6.188154
67	(875.1304, 642.3306)	1.768186	6.185035
68	(875.3949, 642.0009)	1.769109	6.183821
69	(876.0423, 641.8134)	1.771753	6.18083
70	(876.1436, 641.8305)	1.772197	6.180367
71	(876.6645, 641.9238)	1.77451	6.178109
72	(876.9324, 641.9135)	1.775686	6.177062
73	(877.2183, 642.3166)	1.777186	6.175749
74	(877.2129, 644.6902)	1.77883	6.17469
75	(877.5359, 645.1398)	1.780681	6.173351
76	(877.7426, 644.8819)	1.781407	6.172697
77	(878.1743, 645.8126)	1.784253	6.170986
78	(878.4108, 646.2754)	1.78582	6.170133
79	(878.666, 646.2975)	1.787051	6.169366
80	(878.8959, 646.2787)	1.788129	6.168725
81	(879.0174, 646.8048)	1.789262	6.168275
82	(879.4558, 646.3675)	1.790925	6.167285
83	(879.6992, 646.4447)	1.792194	6.166714
84	(880.1559, 646.2866)	1.794284	6.165852
85	(880.6159, 646.3753)	1.796674	6.165043
86	(880.8007, 646.5716)	1.797813	6.164695
87	(880.6268, 648.522)	1.799213	6.164473
88	(881.1824, 646.3025)	1.799467	6.164314
89	(881.6068, 646.5678)	1.801923	6.163765
90	(881.4987, 648.1459)	1.803189	6.163329
91	(881.941, 648.5292)	1.805964	6.162812
92	(882.3562, 648.1199)	1.80762	6.162642
93	(882.6308, 648.0689)	1.809005	6.162536
94	(882.5089, 649.601)	1.81038	6.162209
95	(882.6627, 649.5111)	1.811069	6.162146
96	(882.9777, 649.8114)	1.813167	6.161979
97	(883.1503, 650.466)	1.815044	6.161847
98	(883.3552, 650.5182)	1.816223	6.161807
99	(883.6135, 650.6113)	1.817757	6.161787
100	(883.6917, 651.7052)	1.819898	6.161721