Research Article
Forward VNS, Reverse VNS, and Multi-VNS Algorithms for Job-Shop Scheduling Problem
Table 2
Number of iterations, CPU time, and CPU time per iteration used by each of FSSII, FISIS, FSSSI, RSSIS, and RSISI.
| Instance | FSSII | FISIS | FSSSI | RSSIS | RSISI | Number of iters | CPU time (sec.) | CPU time/iter | Number of iters | CPU time (sec.) | CPU time/iter | Number of iters | CPU time (sec.) | CPU time/iter | Number of iters | CPU time (sec.) | CPU time/iter | Number of iters | CPU time (sec.) | CPU time/iter |
| ft06 | 2 | 0.1 | 0.1 | 2 | 0.1 | 0.1 | 1 | 0.04 | 0.04 | 1 | 0.03 | 0.03 | 1 | 0.04 | 0.04 | ft10 | 160 | 130 | 0.8 | 412 | 316 | 0.8 | 147 | 121 | 0.8 | 466 | 355 | 0.8 | 104 | 82 | 0.8 | ft20 | 131 | 178 | 1.4 | 674 | 856 | 1.3 | 300 | 409 | 1.4 | 102 | 129 | 1.3 | 318 | 412 | 1.3 | la01 | 5 | 0.6 | 0.1 | 1 | 0.1 | 0.1 | 1 | 0.1 | 0.1 | 1 | 0.1 | 0.1 | 3 | 0.4 | 0.1 | la02 | 18 | 2 | 0.1 | 11 | 1 | 0.1 | 1 | 0.1 | 0.1 | 7 | 0.7 | 0.1 | 1 | 0.1 | 0.1 | la03 | 68 | 8 | 0.1 | 208 | 22 | 0.1 | 33 | 4 | 0.1 | 3 | 0.3 | 0.1 | 186 | 20 | 0.1 | la04 | 3 | 0.3 | 0.1 | 4 | 0.4 | 0.1 | 12 | 1 | 0.1 | 3 | 0.3 | 0.1 | 9 | 1 | 0.1 | la05 | 1 | 0.2 | 0.2 | 1 | 0.2 | 0.2 | 1 | 0.2 | 0.2 | 1 | 0.1 | 0.1 | 1 | 0.2 | 0.2 | la06 | 1 | 0.7 | 0.7 | 1 | 0.6 | 0.6 | 1 | 0.6 | 0.6 | 1 | 0.6 | 0.6 | 1 | 0.6 | 0.6 | la07 | 1 | 0.6 | 0.6 | 1 | 0.5 | 0.5 | 1 | 0.5 | 0.5 | 1 | 0.5 | 0.5 | 1 | 0.5 | 0.5 | la08 | 1 | 0.6 | 0.6 | 1 | 0.5 | 0.5 | 1 | 0.5 | 0.5 | 1 | 0.5 | 0.5 | 1 | 0.6 | 0.6 | la09 | 1 | 0.7 | 0.7 | 1 | 0.6 | 0.6 | 1 | 0.6 | 0.6 | 1 | 0.6 | 0.6 | 1 | 0.6 | 0.6 | la10 | 1 | 1 | 1.0 | 1 | 0.7 | 0.7 | 1 | 0.8 | 0.8 | 1 | 0.7 | 0.7 | 1 | 0.8 | 0.8 | la11 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | la12 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | la13 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | 1 | 2 | 2.0 | la14 | 1 | 3 | 3.0 | 1 | 3 | 3.0 | 1 | 3 | 3.0 | 1 | 3 | 3.0 | 1 | 3 | 3.0 | la15 | 1 | 2 | 2.0 | 1 | 1 | 1.0 | 1 | 2 | 2.0 | 1 | 1 | 1.0 | 1 | 1 | 1.0 | la16 | 63 | 62 | 1.0 | 28 | 25 | 0.9 | 71 | 65 | 0.9 | 162 | 149 | 0.9 | 60 | 56 | 0.9 | la17 | 11 | 10 | 0.9 | 62 | 52 | 0.8 | 7 | 6 | 0.9 | 55 | 46 | 0.8 | 3 | 3 | 1.0 | la18 | 22 | 20 | 0.9 | 9 | 8 | 0.9 | 39 | 35 | 0.9 | 5 | 4 | 0.8 | 3 | 3 | 1.0 | la19 | 19 | 17 | 0.9 | 122 | 100 | 0.8 | 7 | 6 | 0.9 | 36 | 29 | 0.8 | 26 | 21 | 0.8 | la20 | 490 | 458 | 0.9 | 23 | 20 | 0.9 | 14 | 13 | 0.9 | 461 | 390 | 0.8 | 860 | 753 | 0.9 | la21 | 517 | 1946 | 3.8 | 1000 | 3541 | 3.5 | 1000 | 3720 | 3.7 | 518 | 1822 | 3.5 | 1000 | 3611 | 3.6 | la22 | 12 | 46 | 3.8 | 1000 | 3616 | 3.6 | 197 | 737 | 3.7 | 113 | 401 | 3.5 | 319 | 1170 | 3.7 | la23 | 2 | 8 | 4.0 | 1 | 4 | 4.0 | 1 | 4 | 4.0 | 3 | 11 | 3.7 | 1 | 4 | 4.0 | la24 | 1000 | 3751 | 3.8 | 1000 | 3550 | 3.6 | 1000 | 3713 | 3.7 | 721 | 2540 | 3.5 | 1000 | 3612 | 3.6 | la25 | 392 | 5120 | 13.1 | 612 | 2228 | 3.6 | 419 | 1570 | 3.7 | 440 | 1583 | 3.6 | 1000 | 3715 | 3.7 | la26 | 1 | 11 | 11.0 | 2 | 21 | 10.5 | 3 | 32 | 10.7 | 7 | 73 | 10.4 | 1 | 10 | 10.0 | la27 | 499 | 5448 | 10.9 | 1000 | 10273 | 10.3 | 1000 | 10879 | 10.9 | 623 | 6362 | 10.2 | 601 | 6295 | 10.5 | la28 | 26 | 293 | 11.3 | 53 | 552 | 10.4 | 66 | 720 | 10.9 | 95 | 995 | 10.5 | 53 | 569 | 10.7 | la29 | 1000 | 11113 | 11.1 | 1000 | 10303 | 10.3 | 1000 | 10986 | 11.0 | 1000 | 10405 | 10.4 | 1000 | 10610 | 10.6 | la30 | 1 | 12 | 12.0 | 3 | 32 | 10.7 | 3 | 34 | 11.3 | 1 | 11 | 11.0 | 1 | 11 | 11.0 | la31 | 1 | 63 | 63.0 | 1 | 55 | 55.0 | 1 | 58 | 58.0 | 1 | 55 | 55.0 | 1 | 57 | 57.0 | la32 | 1 | 58 | 58.0 | 1 | 52 | 52.0 | 1 | 54 | 54.0 | 1 | 51 | 51.0 | 1 | 53 | 53.0 | la33 | 1 | 60 | 60.0 | 1 | 53 | 53.0 | 1 | 56 | 56.0 | 1 | 53 | 53.0 | 1 | 56 | 56.0 | la34 | 1 | 56 | 56.0 | 1 | 51 | 51.0 | 1 | 53 | 53.0 | 1 | 50 | 50.0 | 1 | 53 | 53.0 | la35 | 1 | 64 | 64.0 | 1 | 55 | 55.0 | 1 | 59 | 59.0 | 1 | 55 | 55.0 | 1 | 57 | 57.0 | la36 | 731 | 9727 | 13.3 | 460 | 5647 | 12.3 | 635 | 8194 | 12.9 | 747 | 9083 | 12.2 | 223 | 2777 | 12.5 | la37 | 390 | 4983 | 12.8 | 445 | 5340 | 12.0 | 1000 | 12637 | 12.6 | 64 | 765 | 12.0 | 446 | 5409 | 12.1 | la38 | 1000 | 12556 | 12.6 | 1000 | 11802 | 11.8 | 705 | 8594 | 12.2 | 416 | 4907 | 11.8 | 1000 | 12026 | 12.0 | la39 | 32 | 409 | 12.8 | 444 | 5306 | 12.0 | 226 | 2798 | 12.4 | 625 | 7446 | 11.9 | 802 | 9778 | 12.2 | la40 | 1000 | 12664 | 12.7 | 1000 | 11964 | 12.0 | 1000 | 12478 | 12.5 | 1000 | 11825 | 11.8 | 1000 | 12160 | 12.2 |
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