Table 4 Extracted optimal process parameters of injection-moulding process of dashboard using soft computing methods and MOPSO with extracted defects, including shrinkage, warpage, and sink mark.

From: Multiple objectives optimization of injection-moulding process for dashboard using soft computing and particle swarm optimization

No

T1

T2

t1

t2

Shrinkage

Warpage

Sink mark

Error %

MLP

SW Plastic

MLP

SW Plastic

DT

SW Plastic

1

203.911

75.071

12.478

78.471

0.0165

0.0181

4.886

4.4951

0.016

0.0174

9

2

203.912

75.065

12.452

78.475

0.0166

0.0151

4.885

4.1522

0.016

0.0179

13

3

203.913

75.073

12.109

78.484

0.0166

0.0199

4.870

4.3830

0.016

0.0141

14

4

203.912

75.074

11.673

78.482

0.0166

0.0183

4.849

4.2186

0.016

0.0125

15

5

203.914

75.068

12.018

78.474

0.0166

0.0159

4.866

5.2553

0.016

0.017

6

6

203.910

75.074

12.679

78.473

0.0165

0.0185

4.895

5.5313

0.016

0.0133

14

7

203.912

75.068

11.938

78.480

0.0166

0.0148

4.862

4.0841

0.016

0.0179

13

8

203.912

75.069

12.517

78.474

0.0165

0.0168

4.888

4.6925

0.016

0.0165

3

9

203.911

75.076

11.710

78.480

0.0166

0.0168

4.851

4.7055

0.016

0.0157

2

10

203.911

75.072

11.752

78.479

0.0166

0.0154

4.853

4.3192

0.016

0.0179

10

11

203.913

75.0759

12.177

78.479

0.0166

0.0129

4.873

5.5065

0.016

0.0195

19

12

203.911

75.074

11.626

78.489

0.0166

0.0178

4.846

4.4583

0.016

0.0170

7

13

203.911

75.074

11.831

78.478

0.0166

0.0148

4.856

5.1959

0.016

0.0150

12

14

203.913

75.065

12.564

78.475

0.0165

0.0163

4.890

4.9878

0.016

0.0152

4

15

203.910

75.0723

12.407

78.478

0.0166

0.0188

4.883

5.7619

0.016

0.0182

15

16

203.911

75.070

11.658

78.474

0.0166

0.0158

4.848

4.7026

0.016

0.0171

5

17

203.911

75.074

12.233

78.483

0.0166

0.0178

4.875

4.1924

0.016

0.0174

10

18

203.912

75.071

12.160

78.475

0.0166

0.0188

4.872

4.3361

0.016

0.0189

14