Research Article
Novel Crow Swarm Optimization Algorithm and Selection Approach for Optimal Deep Learning COVID-19 Diagnostic Model
Table 5
Unimodal benchmark functions.
| Name | CSO | GWO | HHO | AV | STD | AV | STD | AV | STD |
| Sphere | 1.10132E − 12 | 2.17067E − 12 | 8.32056E − 62 | 2.01043E − 61 | 5.75505E − 96 | 1.21415E − 95 | Schwefel 2.22 | 5.5237E − 112 | 1.5496E − 111 | 8.74E − 99 | 0 | 1.11321E − 48 | 1.51435E − 48 | Schwefel 2.21 | 1.4406E − 111 | 6.7475E − 111 | 1.26E − 105 | 0 | 2.95204E − 51 | 6.83343E − 51 | Camel3 | 0 | 0 | 0 | 0 | 1.1048E − 107 | 2.3653E − 107 | Ackley2 | −200 | 0 | −200 | 0 | −200 | 0 | Bohachevskyn N. 1 | 0 | 0 | 0 | 0 | 0 | 0 | Booth | 0 | 0 | 1.54098E − 07 | 1.11392E − 07 | 2.36488E − 05 | 2.5515E − 05 | Trid | −50 | 0 | −49.99989 | 8.03012E − 05 | −1367.28225 | 4.374233259 | Zakharov | 7.9142E − 221 | 0 | 0 | 0 | 9.5294E − 47 | 2.13084E − 46 | Drop Wave | −0.98496333 | 0.027373716 | −0.99574666 | 0.016186579 | −1 | 0 | Schwefel 2.23 | 0 | 0 | 0 | 0 | 0 | 0 | Schwefel 2.20 | 1.0876E − 111 | 5.4846E − 111 | 3.21E − 88 | 0 | 3.48466E − 47 | 4.72514E − 47 | Powell | 0.001705466 | 0.001128045 | 4.94865E − 07 | 6.09827E − 07 | 4.9489E − 104 | 7.662E − 104 | PowerSum | 0.051633374 | 0.070129514 | 0.106802381 | 0.261322987 | 1.4218E − 131 | 2.4194E − 131 | Rosenbrock | 7.610173333 | 21.01106746 | 26.74104667 | 0.704408086 | 0.008242153 | 0.010289518 |
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