Comparison of |${\rm {ZM}}$| in different DHNN–BR2SAT models with different numbers of neurons. Bolded values represent the best values for the same number of neurons.
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 1.0000 | 1.0000 | 0.9900 |
| 15 | 0.9800 | 0.8905 | 0.9600 |
| 20 | 0.1700 | 0.3928 | 0.5317 |
| 25 | 0.6549 | 0.2352 | 0.4200 |
| 30 | 0.1002 | 0.0617 | 0.1557 |
| 35 | 0.2306 | 0.0509 | 0.1239 |
| 40 | 0.0324 | 0.0109 | 0.0619 |
| 45 | 0.0307 | 0.0117 | 0.0307 |
| 50 | 0.018 | 0.0004 | 0.0101 |
| Best | 1.0000 | 1.0000 | 0.9900 |
| Worst | 0.0180 | 0.0004 | 0.0101 |
| Avg. | 0.3574 | 0.2949 | 0.3649 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 1.0000 | 1.0000 | 0.9900 |
| 15 | 0.9800 | 0.8905 | 0.9600 |
| 20 | 0.1700 | 0.3928 | 0.5317 |
| 25 | 0.6549 | 0.2352 | 0.4200 |
| 30 | 0.1002 | 0.0617 | 0.1557 |
| 35 | 0.2306 | 0.0509 | 0.1239 |
| 40 | 0.0324 | 0.0109 | 0.0619 |
| 45 | 0.0307 | 0.0117 | 0.0307 |
| 50 | 0.018 | 0.0004 | 0.0101 |
| Best | 1.0000 | 1.0000 | 0.9900 |
| Worst | 0.0180 | 0.0004 | 0.0101 |
| Avg. | 0.3574 | 0.2949 | 0.3649 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
Comparison of |${\rm {ZM}}$| in different DHNN–BR2SAT models with different numbers of neurons. Bolded values represent the best values for the same number of neurons.
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 1.0000 | 1.0000 | 0.9900 |
| 15 | 0.9800 | 0.8905 | 0.9600 |
| 20 | 0.1700 | 0.3928 | 0.5317 |
| 25 | 0.6549 | 0.2352 | 0.4200 |
| 30 | 0.1002 | 0.0617 | 0.1557 |
| 35 | 0.2306 | 0.0509 | 0.1239 |
| 40 | 0.0324 | 0.0109 | 0.0619 |
| 45 | 0.0307 | 0.0117 | 0.0307 |
| 50 | 0.018 | 0.0004 | 0.0101 |
| Best | 1.0000 | 1.0000 | 0.9900 |
| Worst | 0.0180 | 0.0004 | 0.0101 |
| Avg. | 0.3574 | 0.2949 | 0.3649 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
| NN . | Case I . | Case II . | Case III . |
|---|---|---|---|
| 10 | 1.0000 | 1.0000 | 0.9900 |
| 15 | 0.9800 | 0.8905 | 0.9600 |
| 20 | 0.1700 | 0.3928 | 0.5317 |
| 25 | 0.6549 | 0.2352 | 0.4200 |
| 30 | 0.1002 | 0.0617 | 0.1557 |
| 35 | 0.2306 | 0.0509 | 0.1239 |
| 40 | 0.0324 | 0.0109 | 0.0619 |
| 45 | 0.0307 | 0.0117 | 0.0307 |
| 50 | 0.018 | 0.0004 | 0.0101 |
| Best | 1.0000 | 1.0000 | 0.9900 |
| Worst | 0.0180 | 0.0004 | 0.0101 |
| Avg. | 0.3574 | 0.2949 | 0.3649 |
| Avg rank | 1.5556 | 2.7222 | 1.7222 |
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