Research Article
Multi-Item Multiperiodic Inventory Control Problem with Variable Demand and Discounts: A Particle Swarm Optimization Algorithm
Table 2
Different problems and their optimal TMF values obtained by the two algorithms.
| Problem | | | | TB | Objective values | MOPSO | MOGA | MOPSO | MOGA | | | Pop | Gen | | | Pop | Gen |
| 1 | 1 | 3 | 2000 | 30000 | 18510 | 18510 | 2 | 2.5 | 30 | 200 | 0.6 | 0.1 | 40 | 500 | 2 | 2 | 3 | 3000 | 85000 | 44622 | 44943 | 1.5 | 2.5 | 20 | 200 | 0.5 | 0.08 | 30 | 200 | 3 | 3 | 3 | 5000 | 170000 | 85830 | 86089 | 1.5 | 2 | 30 | 500 | 0.6 | 0.08 | 50 | 300 | 4 | 2 | 4 | 3500 | 130000 | 92758 | 93423 | 2 | 2 | 30 | 100 | 0.7 | 0.2 | 50 | 200 | 5 | 3 | 4 | 5000 | 240000 | 147480 | 146450 | 1.5 | 2.5 | 40 | 100 | 0.6 | 0.2 | 50 | 200 | 6 | 4 | 3 | 6000 | 260000 | 132910 | 133400 | 2.5 | 1.5 | 20 | 200 | 0.6 | 0.08 | 40 | 500 | 7 | 5 | 3 | 9000 | 370000 | 153840 | 154550 | 2 | 2.5 | 40 | 200 | 0.6 | 0.2 | 50 | 200 | 8 | 6 | 3 | 8800 | 360000 | 214620 | 215510 | 1.5 | 2.5 | 30 | 500 | 0.5 | 0.1 | 30 | 200 | 9 | 7 | 3 | 10500 | 400000 | 265020 | 266020 | 2 | 2 | 30 | 200 | 0.7 | 0.1 | 40 | 300 | 10 | 8 | 5 | 12000 | 470000 | 322850 | 328250 | 2.5 | 2.5 | 30 | 500 | 0.6 | 0.08 | 50 | 200 | 11 | 8 | 8 | 15000 | 550000 | 431245 | 442100 | 2 | 2 | 20 | 200 | 0.7 | 0.2 | 30 | 300 | 12 | 9 | 5 | 15000 | 530000 | 438790 | 449835 | 1.5 | 2.5 | 40 | 100 | 0.7 | 0.2 | 50 | 300 | 13 | 9 | 8 | 18000 | 600000 | 495470 | 513725 | 2 | 2 | 40 | 500 | 0.7 | 0.08 | 50 | 500 | 14 | 9 | 9 | 20000 | 630000 | 553276 | 571250 | 1.5 | 2.5 | 20 | 100 | 0.5 | 0.1 | 40 | 500 | 15 | 10 | 5 | 20000 | 620000 | 579030 | 593167 | 2.5 | 2.5 | 20 | 200 | 0.5 | 0.2 | 30 | 200 | 16 | 10 | 8 | 25000 | 700000 | 642870 | 665890 | 1.5 | 2.5 | 40 | 200 | 0.7 | 0.08 | 30 | 200 | 17 | 10 | 10 | 34000 | 780000 | 710035 | 731280 | 1.5 | 1.5 | 30 | 200 | 0.5 | 0.08 | 50 | 500 | 18 | 10 | 15 | 45000 | 900000 | 823210 | 852400 | 2 | 2.5 | 20 | 500 | 0.6 | 0.1 | 40 | 500 | 19 | 11 | 10 | 40000 | 850000 | 827659 | 859080 | 1.5 | 2.5 | 30 | 500 | 0.6 | 0.1 | 30 | 500 | 20 | 11 | 15 | 45000 | 870000 | 867840 | 897500 | 2.5 | 2 | 40 | 100 | 0.7 | 0.2 | 50 | 200 | 21 | 12 | 10 | 48000 | 870000 | 902720 | 948956 | 1.5 | 2.5 | 30 | 200 | 0.5 | 0.2 | 50 | 300 | 22 | 12 | 12 | 53000 | 900000 | 932760 | 974380 | 1.5 | 2 | 30 | 100 | 0.6 | 0.2 | 40 | 200 | 23 | 12 | 15 | 58000 | 950000 | 965470 | 1023950 | 2 | 2.5 | 20 | 100 | 0.5 | 0.2 | 30 | 200 | 24 | 13 | 10 | 52000 | 890000 | 973200 | 1043569 | 1.5 | 1.5 | 20 | 500 | 0.7 | 0.08 | 40 | 300 | 25 | 13 | 13 | 55000 | 930000 | 985439 | 1089210 | 1.5 | 2.5 | 40 | 500 | 0.6 | 0.1 | 30 | 300 | 26 | 13 | 15 | 62000 | 980000 | 1056810 | 1104325 | 2 | 2.5 | 40 | 500 | 0.5 | 0.1 | 40 | 500 | 27 | 15 | 8 | 57000 | 900000 | 1059835 | 1110360 | 2 | 2 | 20 | 200 | 0.6 | 0.08 | 50 | 500 | 28 | 15 | 10 | 63000 | 900000 | 1095430 | 1176509 | 2.5 | 2.5 | 30 | 100 | 0.6 | 0.2 | 30 | 200 | 29 | 15 | 12 | 68000 | 950000 | 1198720 | 1332900 | 2.5 | 1.5 | 30 | 500 | 0.5 | 0.1 | 40 | 200 | 30 | 15 | 15 | 75000 | 1000000 | 1256980 | 1447905 | 1.5 | 2 | 20 | 500 | 0.6 | 0.08 | 50 | 200 | 31 | 16 | 12 | 70000 | 940000 | 1298750 | 1473400 | 2 | 1.5 | 40 | 100 | 0.7 | 0.1 | 50 | 500 | 32 | 16 | 15 | 80000 | 1050000 | 1454328 | 1772349 | 1.5 | 2.5 | 40 | 500 | 0.7 | 0.2 | 40 | 200 | 33 | 17 | 15 | 87000 | 1100000 | 1543890 | 1809850 | 2 | 2 | 40 | 200 | 0.7 | 0.1 | 50 | 500 | 34 | 17 | 17 | 93000 | 1140000 | 1630215 | 1865780 | 2.5 | 2.5 | 30 | 500 | 0.6 | 0.1 | 40 | 300 | 35 | 18 | 10 | 80000 | 1000000 | 1678345 | 1890437 | 1.5 | 1.5 | 30 | 100 | 0.7 | 0.08 | 50 | 300 | 36 | 18 | 15 | 98000 | 1150000 | 1768950 | 1924670 | 2 | 2.5 | 20 | 500 | 0.5 | 0.08 | 40 | 300 | 37 | 18 | 18 | 103000 | 1230000 | 1832450 | 1987320 | 1.5 | 2 | 30 | 100 | 0.7 | 0.1 | 40 | 200 | 38 | 20 | 10 | 100000 | 1200000 | 1876895 | 1998230 | 2.5 | 2.5 | 20 | 500 | 0.6 | 0.1 | 50 | 500 | 39 | 20 | 15 | 108000 | 1260000 | 1904564 | 2035689 | 1.5 | 2 | 30 | 500 | 0.7 | 0.2 | 50 | 500 | 40 | 20 | 20 | 115000 | 1330000 | 1987350 | 2154670 | 1.5 | 1.5 | 30 | 100 | 0.7 | 0.08 | 30 | 500 | Mean | — | — | — | — | 897145 | 971541 | — | — | — | — | — | — | — | — | St. Dev | — | — | — | — | 581013 | 652778 | — | — | — | — | — | — | — | — |
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