Research Article
Novel Crow Swarm Optimization Algorithm and Selection Approach for Optimal Deep Learning COVID-19 Diagnostic Model
Table 6
Multimodal benchmark functions.
| Name | CSO | GWO | HHO | AV | STD | AV | STD | AV | STD |
| Ackley | 8.8818E − 16 | 4.01173E − 31 | 8.8818E − 16 | 4.01173E − 31 | −8.8818E − 16 | 0 | Quartic | 0.031253333 | 0.018374115 | 0.000971688 | 0.000902519 | 0.000445553 | 0.000297211 | 6-Hump Camel | −1.0316 | 6.77522E − 16 | −1.031628448 | 4.31084E − 09 | −1.0316 | 0 | Branin | 0.3979 | 0 | 0.397887852 | 5.97628E − 07 | 0.397946667 | 9.81495E − 05 | Goldstein | 3 | 0 | 3.000007881 | 9.28286E − 06 | 3 | 0 | Hart3 | −3.8628 | 3.16177E − 15 | −3.8620812 | 0.001938044 | −3.854683333 | 0.008125864 | Hert6 | −3.3224 | 1.35504E − 15 | −3.264253912 | 0.099876517 | −2.9311 | 0.07435459 | Ackley3 | −195.629 | 5.78152E − 14 | −195.6290282 | 2.8506E − 08 | −186.4112 | 0 | Bohachevskyn N. 2 | 0 | 0 | 0 | 0 | 0 | 0 | Bird | −106.7645 | 7.2269E − 14 | −106.1160683 | 3.551734418 | −106.7645 | −106.7645 | Cross_in_Tiny | −2.06261 | 0 | −2.062611869 | 3.30268E − 09 | −2.0626 | 0 | Easom | −1 | 0 | −1 | 0 | −0.99998 | 8.16497E − 06 | Keane | −0.6737 | 1.1292E − 16 | −0.6737 | 1.1292E − 16 | −0.67367 | 0 | Holder | −19.2085 | 3.61345E − 15 | −19.20849251 | 8.17787E − 06 | −19.2085 | 0 | Michalewics | −1.8013 | 6.77522E − 16 | −1.8013 | 6.77522E − 16 | −1.8013 | 0 |
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