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Chinese Journal of Mechanical Engineering

Table 7 D-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

DMOABC

NSGA-S

SPEA2

2×2

0.0107

0.0560

0.0656

2×3

0.0117

0.0661

0.0868

2×4

0.0156

0.0812

0.1109

3×2

0.0166

0.0704

0.0949

3×3

0.0243

0.0712

0.1266

3×4

0.0265

0.0818

0.1355

4×2

0.0236

0.0725

0.1107

4×3

0.0289

0.0787

0.1334

4×4

0.0386

0.0924

0.1415

Mean

0.0218

0.0745

0.1118

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