Research Article
Exploring Further Advantages in an Alternative Formulation for the Set Covering Problem
Table 9
values obtained analysing the differences observed regarding execution time and solution quality during the second study for the ABC algorithm.
| Inst | RPD analysis () | Execution time analysis () | d-ABC n-ABC | n-ABC d-ABC | d-ABC n-ABC | n-ABC d-ABC |
| 4_1 | — | 0.001 | — | 0.001 | 4_2 | 0.500 | 0.500 | — | 0.001 | 4_3 | — | 0.001 | — | 0.001 | 4_4 | 0.037 | — | — | 0.054 | 4_5 | 0.001 | — | 0.001 | — | 4_6 | — | 0.001 | — | 0.001 | 4_7 | — | 0.001 | — | 0.001 | 4_8 | — | 0.001 | — | 0.001 | 4_9 | — | 0.001 | — | 0.459 | 4_10 | 0.001 | — | 0.001 | — |
| 5_1 | — | 0.001 | — | 0.001 | 5_2 | — | 0.001 | — | 0.001 | 5_3 | — | 0.001 | 0.415 | — | 5_4 | 0.500 | 0.500 | — | 0.001 | 5_5 | 0.500 | 0.500 | — | 0.001 | 5_6 | 0.500 | 0.500 | — | 0.001 | 5_7 | — | 0.001 | — | 0.001 | 5_8 | 0.500 | 0.500 | 0.348 | — | 5_9 | — | 0.001 | — | 0.001 | 5_10 | — | 0.001 | — | 0.001 |
| 6_1 | — | 0.001 | — | 0.001 | 6_2 | 0.500 | 0.500 | — | 0.001 | 6_3 | 0.500 | 0.500 | — | 0.001 | 6_4 | 0.500 | 0.500 | — | 0.001 | 6_5 | 0.500 | 0.500 | — | 0.001 |
| a_1 | — | 0.001 | — | 0.001 | a_2 | — | 0.001 | 0.479 | — | a_3 | — | 0.001 | — | 0.135 | a_4 | 0.500 | 0.500 | — | 0.025 | a_5 | — | 0.001 | — | 0.001 |
| b_1 | — | 0.001 | — | 0.001 | b_2 | 0.500 | 0.500 | — | 0.001 | b_3 | 0.500 | 0.500 | — | 0.012 | b_4 | 0.500 | 0.500 | — | 0.001 | b_5 | 0.500 | 0.500 | — | 0.001 |
| c_1 | — | 0.001 | — | 0.001 | c_2 | — | 0.001 | — | 0.001 | c_3 | — | 0.001 | — | 0.022 | c_4 | — | 0.001 | — | 0.001 | c_5 | 0.500 | 0.500 | — | 0.001 |
| d_1 | 0.500 | 0.500 | 0.097 | — | d_2 | — | 0.001 | — | 0.001 | d_3 | — | 0.001 | — | 0.001 | d_4 | — | 0.001 | — | 0.001 | d_5 | — | 0.001 | — | 0.001 |
| nre_1 | 0.500 | 0.500 | — | 0.001 | nre_2 | — | 0.001 | — | 0.003 | nre_3 | — | 0.001 | — | 0.001 | nre_4 | — | 0.001 | — | 0.001 | nre_5 | — | 0.001 | 0.001 | — |
| nrf_1 | — | 0.001 | — | 0.001 | nrf_2 | — | 0.001 | — | 0.001 | nrf_3 | — | 0.001 | — | 0.001 | nrf_4 | — | 0.001 | — | 0.001 | nrf_5 | — | 0.001 | 0.001 | — |
| nrg_1 | — | 0.001 | 0.500 | 0.500 | nrg_2 | — | 0.001 | 0.500 | 0.500 | nrg_3 | — | 0.001 | 0.500 | 0.500 | nrg_4 | — | 0.001 | 0.500 | 0.500 | nrg_5 | — | 0.001 | 0.500 | 0.500 |
| nrh_1 | — | 0.001 | 0.500 | 0.500 | nrh_2 | — | 0.001 | 0.500 | 0.500 | nrh_3 | — | 0.001 | 0.500 | 0.500 | nrh_4 | — | 0.001 | 0.500 | 0.500 | nrh_5 | — | 0.001 | 0.500 | 0.500 |
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