Review Article
Tuna Swarm Optimization: A Novel Swarm-Based Metaheuristic Algorithm for Global Optimization
Table 13
Wilcoxon rank-sum test on F1–F13 with Dim = 100.
| | TSO vs | HHO | EO | TSA | GWO | SSA | PSO | WOA | | Function | p | Win | p | Win | p | Win | p | Win | p | Win | p | Win | p | Win |
| | F1 | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | | F2 | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F3 | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | | F4 | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F5 | 1.37E−03 | − | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F6 | 3.59E−05 | − | 1.75E−05 | + | 3.02E−11 | + | 3.02E−11 | + | 1.70E−08 | + | 3.02E−11 | + | 3.02E−11 | + | | F7 | 1.52E−03 | − | 4.62E−10 | + | 3.02E−11 | + | 5.49E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 1.86E−06 | + | | F8 | 3.16E−05 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F9 | NaN | = | NaN | = | 1.21E−12 | + | 7.58E−07 | + | 1.21E−12 | + | 1.21E−12 | + | NaN | = | | F10 | NaN | = | 8.64E−14 | + | 1.00E−12 | + | 9.19E−13 | + | 1.21E−12 | + | 1.21E−12 | + | 1.22E−08 | + | | F11 | NaN | = | NaN | = | 6.51E−05 | + | 0.160802 | = | 1.21E−12 | + | 1.21E−12 | + | NaN | = | | F12 | 1.05E−01 | = | 1.41E−09 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F13 | 2.96E−05 | − | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + |
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