Review Article
Tuna Swarm Optimization: A Novel Swarm-Based Metaheuristic Algorithm for Global Optimization
Table 14
Wilcoxon rank-sum test on F1–F13 with Dim = 500.
| | 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 | 1.07E−09 | − | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F6 | 4.08E−11 | − | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F7 | 1.29E−06 | − | 3.69E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 7.74E−06 | + | | F8 | 1.67E−01 | = | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F9 | NaN | = | NaN | = | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | NaN | = | | F10 | NaN | = | 6.12E−14 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 1.21E−12 | + | 9.16E−09 | + | | F11 | NaN | = | NaN | = | 1.21E−12 | + | 1.20E−12 | + | 1.21E−12 | + | 1.21E−12 | + | NaN | = | | F12 | 7.04E−07 | − | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | | F13 | 8.88E−06 | − | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + | 3.02E−11 | + |
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