Table 5 Sensitivity analysis of the parameters \(\:{\beta\:}_{min}\) and \(\:{\beta\:}_{max}\)

From: Adaptive dynamic crayfish algorithm with multi-enhanced strategy for global high-dimensional optimization and real-engineering problems

F

 

Scenario 1

Scenario 2

Scenario 3

Scenario 4

Scenario 5

Scenario 6

F1

AVG

3249.980

1884.484

2564.724

2602.047

2316.105

2083.979

STD

3063.281

2473.937

2616.219

2956.188

2332.908

2061.324

F3

AVG

300.000

300.000

300.000

300.000

300.000

300.000

STD

0.000

0.000

0.000

0.000

0.000

0.000

F4

AVG

406.615

404.886

404.641

404.388

404.880

402.083

STD

16.270

11.749

12.601

12.025

12.232

0.998

F5

AVG

517.001

517.864

516.981

520.363

519.023

516.350

STD

6.867

9.922

8.748

9.621

8.699

7.639

F6

AVG

600.095

600.048

600.001

600.047

600.040

600.066

STD

0.408

0.255

0.005

0.214

0.170

0.204

F7

AVG

729.866

732.022

730.430

731.410

730.620

731.164

STD

8.225

12.356

7.154

8.103

9.479

9.124

F8

AVG

817.544

819.999

817.578

818.407

818.971

816.914

STD

6.046

7.181

7.332

6.505

8.377

7.283

F9

AVG

900.294

900.601

900.139

900.200

900.118

900.124

STD

0.666

1.406

0.309

0.456

0.414

0.299

F10

AVG

1666.399

1755.451

1794.644

1650.378

1740.848

1813.138

STD

276.410

285.118

340.923

246.766

260.343

252.345

F11

AVG

1111.970

1111.133

1112.685

1113.263

1111.381

1109.898

STD

9.574

4.175

8.896

13.237

8.817

5.777

F12

AVG

1.282E + 04

1.194E + 04

1.375E + 04

1.232E + 04

1.105E + 04

1.380E + 04

STD

9.639E + 03

6.926E + 03

9.751E + 03

8.122E + 03

7.525E + 03

1.056E + 04

F13

AVG

7.712E + 03

8.061E + 03

6.958E + 03

6.609E + 03

8.483E + 03

8.358E + 03

STD

5243.024

4976.950

4289.342

4264.100

4969.781

5094.372

F14

AVG

1459.933

1455.562

1451.157

1461.718

1454.935

1462.153

STD

33.376

24.621

21.114

42.699

27.959

31.612

F15

AVG

1560.125

1548.950

1548.520

1563.955

1550.480

1562.455

STD

70.473

45.246

65.323

50.719

43.575

63.181

F16

AVG

1722.224

1719.137

1756.630

1732.078

1737.260

1784.496

STD

125.121

110.412

150.588

129.688

132.981

129.439

F17

AVG

1746.013

1741.960

1742.751

1744.755

1739.671

1739.451

STD

22.347

28.214

21.858

27.654

32.271

21.117

F18

AVG

1.249E + 04

1.133E + 04

8.910E + 03

1.145E + 04

9.333E + 03

1.144E + 04

STD

1.152E + 04

1.079E + 04

7.141E + 03

8.989E + 03

8.770E + 03

1.114E + 04

F19

AVG

5346.020

5248.418

5811.505

3830.378

4433.477

4298.046

STD

3601.822

3610.759

4518.454

2736.605

2696.526

3730.923

F20

AVG

2065.215

2071.315

2048.261

2064.562

2059.317

2061.875

STD

59.808

62.194

49.510

50.540

52.295

53.796

F21

AVG

2301.552

2287.715

2313.057

2308.170

2295.181

2292.825

STD

41.235

53.729

31.756

37.045

48.986

52.003

F22

AVG

2298.636

2301.316

2300.009

2301.501

2299.058

2298.536

STD

15.775

0.656

7.794

0.820

14.394

15.312

F23

AVG

2615.773

2616.088

2614.798

2614.022

2615.625

2615.681

STD

7.933

5.240

6.456

6.533

7.330

7.984

F24

AVG

2747.400

2729.996

2737.983

2714.093

2730.498

2737.914

STD

6.744

62.883

45.471

85.723

63.092

45.601

F25

AVG

2929.513

2929.746

2932.090

2926.550

2933.128

2925.301

STD

22.162

22.167

27.802

23.242

21.118

23.640

F26

AVG

3012.865

2901.459

2897.367

2898.257

2897.375

2918.368

STD

337.581

224.031

78.903

101.261

68.794

215.475

F27

AVG

3096.576

3096.283

3096.307

3096.735

3095.849

3097.025

STD

18.560

18.969

15.207

15.232

13.224

17.906

F28

AVG

3308.714

3349.607

3342.790

3344.003

3317.424

3342.396

STD

183.521

119.064

111.080

113.920

128.693

147.237

F29

AVG

3214.929

3209.557

3207.533

3206.326

3203.550

3211.961

STD

44.248

40.942

58.281

49.514

46.002

53.084

F30

AVG

3.850E + 05

1.553E + 05

1.219E + 05

1.089E + 05

2.338E + 05

1.777E + 05

STD

5.725E + 05

3.987E + 05

2.987E + 05

3.061E + 05

4.299E + 05

4.219E + 05

FR rank

4.32

3.58

2.99

3.46

3.11

3.55

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