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Table 6 C-metric comparison for DMOABC, NSGA-II, and SPEA2

From: A Discrete Multi-Objective Artificial Bee Colony Algorithm for a Real-World Electronic Device Testing Machine Allocation Problem

Problem

C(DMOABC, NSGA-C)

C(NSGA-C, DMOABC)

C(DMOABC, SPEA2)

C(SPEA2, DMOABC)

2×2

0.9033

0.0138

0.9470

0.0215

2×3

0.8875

0.0396

0.9264

0.0257

2×4

0.9604

0.0221

0.9335

0.0338

3×2

0.9535

0.0184

0.7621

0.1065

3×3

0.9182

0.0397

0.5731

0.1794

3×4

0.9259

0.0333

0.4342

0.2216

4×2

0.9022

0.0507

0.4766

0.2449

4×3

0.9164

0.0366

0.4633

0.2324

4×4

0.8631

0.0555

0.3987

0.2703

Mean

0.9145

0.0344

0.6572

0.1485

  1. The optimal values are set in bold font among these three algorithms