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Advances, Systems and Applications

Table 9 Comparison between IFACL and the state-of-the-art in P,SBalanced instances on Dataset2

From: Improved firefly algorithm with courtship learning for unrelated parallel machine scheduling problem with sequence-dependent setup times

M

N

Mean

  

FSS [30]

WO [31]

GADP2 [24]

SADP [24]

IFA [33]

IFACL (Ours)

 

20

1234.87

1235

1254

1255

1201

1187.40

 

40

2391.20

2397

2459

2462

2396

2392.60

2

60

3563.40

3574

3675

3764

3612

3686.40

 

80

4723.60

4730

4872

4879

4813

4904.33

 

20

445.87

446

454

455

407

378.47

 

40

777.53

778

831

841

767

758.67

6

60

1128.73

1133

1246

1259

1125

1171.67

 

80

1501.33

1513

1648

1662

2346

1562.33

 

20

231.00

231

239

241

188

181.67

 

40

430.93

431

455

447

493

404.73

12

60

562.27

562

649

669

715

605.93

 

80

755.40

762

849

891

959

801.93