Research Article
Joint Optimization of Production and Maintenance Using Monte Carlo Method and Metaheuristic Algorithms
Table 4
Comparison of the integral and Monte Carlo methods.
| No. | H | | k | L | n | ETC value | Time | Integral method | Monte Carlo method | | Integral method | Monte Carlo method |
| 1 | 100 | 50 | 5 | 0.1 | 3 | 650.1860 | 649.7387 | 0.0688% | 7.538693s | 0.061884s | 2 | 100 | 50 | 5 | 0.2 | 6 | 650.2032 | 649.7520 | 0.0694% | 2.378531s | 0.094823s | 3 | 100 | 100 | 10 | 0.1 | 3 | 578.1220 | 577.8375 | 0.0492% | 7.272525s | 0.117649s | 4 | 100 | 100 | 10 | 0.2 | 6 | 578.1217 | 577.8374 | 0.0492% | 4.626247s | 0.060064s | 5 | 200 | 50 | 10 | 0.1 | 6 | 641.2674 | 640.8161 | 0.0704% | 6.499943s | 0.070176s | 6 | 200 | 50 | 10 | 0.2 | 3 | 641.2382 | 640.7808 | 0.0713% | 4.793808s | 0.058871s | 7 | 200 | 100 | 5 | 0.1 | 6 | 577.2176 | 576.9364 | 0.0487% | 4.002955s | 0.054454s | 8 | 200 | 100 | 5 | 0.2 | 3 | 577.2226 | 576.9414 | 0.0487% | 2.219563s | 0.052333s |
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