Table 6 Results obtained by different WaOA variants.
Instances | WaOA-R | WaOA-RF | WaOA-RFM | WaOA-RFMF | eWaOA | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
B(Cmax) | Av | Sd | B(Cmax) | Av | Sd | B(Cmax) | Av | Sd | B(Cmax) | Av | Sd | B(Cmax) | Av | Sd | |
EMK01(s) | 46 | 48.1 | 1.7 | 45 | 47.6 | 2.7 | 43 | 46.3 | 2.2 | 42 | 44.3 | 1.9 | 42 | 42.0 | 0.0 |
EMK01(d) | 42 | 45.6 | 3.1 | 42 | 46.3 | 2.8 | 39 | 43.6 | 1.8 | 40 | 42.8 | 1.5 | 39 | 39.1 | 0.3 |
EMK02(s) | 33 | 37.5 | 2.1 | 35 | 39.2 | 2.5 | 34 | 37.9 | 2.3 | 34 | 37.1 | 2.0 | 27 | 28.1 | 0.7 |
EMK02(d) | 36 | 38.4 | 2.2 | 36 | 41.3 | 3.3 | 35 | 38.5 | 2.7 | 32 | 35.8 | 2.6 | 28 | 28.6 | 0.8 |
EMK03(s) | 236 | 249.8 | 11.2 | 230 | 248.1 | 8.5 | 227 | 241 | 7.1 | 226 | 234.4 | 7.4 | 204 | 204.0 | 0.0 |
EMK03(d) | 231 | 251 | 10.0 | 232 | 252.9 | 9.7 | 228 | 245.4 | 8.3 | 217 | 229.2 | 7.5 | 187 | 187.0 | 0.0 |
EMK04(s) | 75 | 80 | 2.9 | 74 | 82.1 | 3.2 | 73 | 79 | 2.5 | 73 | 76 | 2.5 | 66 | 68.1 | 2.5 |
EMK04(d) | 78 | 80.8 | 2.1 | 74 | 78.3 | 1.6 | 74 | 77.7 | 2.9 | 73 | 75.8 | 2.4 | 66 | 68.3 | 2.5 |
EMK05(s) | 186 | 196 | 5.4 | 186 | 192.2 | 4.7 | 186 | 193.7 | 4.1 | 184 | 187.7 | 3.3 | 173 | 175.3 | 1.7 |
EMK05(d) | 189 | 197 | 6.7 | 188 | 195.7 | 6.8 | 188 | 193.5 | 5.7 | 180 | 188.4 | 4.1 | 171 | 172.7 | 1.0 |
EMK06(s) | 112 | 125 | 7.0 | 112 | 123.9 | 8.5 | 111 | 121.9 | 6.8 | 107 | 119.8 | 6.0 | 72 | 75.8 | 2.7 |
EMK06(d) | 119 | 130.1 | 8.9 | 117 | 125.4 | 8.5 | 114 | 122.1 | 10.6 | 110 | 119.6 | 8.1 | 69 | 75.7 | 3.5 |
EMK07(s) | 173 | 185.6 | 8.2 | 170 | 184.8 | 11.8 | 175 | 183.4 | 9.5 | 166 | 179.1 | 8.2 | 138 | 142.5 | 2.5 |
EMK07(d) | 175 | 189.2 | 10.2 | 173 | 185.5 | 8.4 | 169 | 183.3 | 6.0 | 171 | 178.9 | 5.2 | 137 | 142.2 | 3.7 |
EMK08(s) | 547 | 568 | 14.8 | 545 | 565.6 | 16.5 | 545 | 563 | 14.5 | 533 | 554.8 | 13.6 | 523 | 532.0 | 3.0 |
EMK08(d) | 536 | 558 | 14.7 | 536 | 557.5 | 18.9 | 534 | 557.3 | 17.2 | 523 | 545.2 | 16.7 | 513 | 521.0 | 4.0 |
EMK09(s) | 423 | 443.1 | 11.1 | 409 | 428.7 | 21.6 | 387 | 413.8 | 21.0 | 380 | 402.2 | 21.3 | 319 | 327.8 | 6.3 |
EMK09(d) | 415 | 449.3 | 18.2 | 410 | 441.2 | 17.0 | 407 | 436.1 | 15.3 | 391 | 413.5 | 14.9 | 318 | 329.9 | 5.7 |
EMK10(s) | 355 | 378.2 | 14.2 | 351 | 371.3 | 15.6 | 347 | 368.5 | 19.5 | 334 | 370.8 | 20.3 | 241 | 250.6 | 7.7 |
EMK10(d) | 357 | 384.9 | 11.3 | 347 | 375.1 | 12.7 | 338 | 366.6 | 18.4 | 325 | 359.7 | 20.7 | 228 | 248.0 | 3.9 |
EMK11(s) | 675 | 689.3 | 17.2 | 661 | 681.8 | 16.4 | 656 | 673.3 | 14.1 | 639 | 664.3 | 13.7 | 615 | 619.2 | 2.9 |
EMK11(d) | 654 | 673.4 | 19.8 | 654 | 673.2 | 15.2 | 646 | 671.1 | 15.9 | 646 | 666.7 | 14.4 | 613 | 624.5 | 2.5 |
EMK12(s) | 553 | 584.5 | 21.2 | 542 | 576 | 14.7 | 535 | 572 | 10.5 | 540 | 554.6 | 10.0 | 508 | 513.8 | 9.2 |
EMK12(d) | 589 | 599.1 | 20.4 | 571 | 587.4 | 22.8 | 567 | 579.1 | 19.7 | 532 | 561.5 | 19.9 | 508 | 517.5 | 7.1 |
EMK13(s) | 558 | 617.4 | 33.5 | 558 | 603 | 27.4 | 554 | 598.1 | 20.6 | 552 | 578.8 | 19.9 | 421 | 452.1 | 9.1 |
EMK13(d) | 589 | 633.3 | 24.3 | 572 | 602.9 | 17.5 | 544 | 595.5 | 17.1 | 568 | 592.6 | 16.7 | 417 | 448.6 | 6.8 |
EMK14(s) | 752 | 788.2 | 28.6 | 739 | 787.2 | 27.3 | 745 | 784.6 | 26.4 | 694 | 730.6 | 20.3 | 694 | 694.0 | 0.0 |
EMK14(d) | 778 | 806.6 | 31.2 | 757 | 783.4 | 21.8 | 745 | 784.6 | 21.3 | 694 | 734.9 | 22.7 | 694 | 694.0 | 0.0 |
EMK15(s) | 562 | 584.1 | 25.2 | 549 | 562.5 | 23.6 | 520 | 549.7 | 22.0 | 539 | 567.2 | 21.7 | 366 | 395.9 | 5.1 |
EMK15(d) | 521 | 572.8 | 19.8 | 521 | 571.7 | 18.3 | 519 | 547 | 17.5 | 549 | 570.8 | 21.4 | 382 | 404.6 | 5.0 |
