Table 24 Rankings are based on t-tests of well-known & top-performing algorithms for the CEC 2019 benchmark functions.
From: Learning cooking algorithm for solving global optimization problems
\({\text {Functions}}\) | \({\text {PSO}}\) | \({\text {TSA}}\) | \({\text {SSA}}\) | \({\text {MVO}}\) | \({\text {GWO}}\) | \({\text {WOA}}\) | \({\text {GJO}}\) | \({\text {LSHADE}}\) | \({\text {CMAES}}\) | \({\text {LCA}}\) |
|---|---|---|---|---|---|---|---|---|---|---|
CEC19-1 | 8 | 2 | 6 | 10 | 3 | 7 | 4 | 5 | 9 | 1 |
CEC19-2 | 7 | 6 | 3 | 9 | 3 | 4 | 1 | 2 | 8 | 5 |
CEC19-3 | 1 | 4 | 3 | 1 | 1 | 1 | 3 | 5 | 2 | 1 |
CEC19-4 | 1 | 8 | 4 | 3 | 5 | 6 | 7 | 1 | 2 | 9 |
CEC19-5 | 3 | 9 | 5 | 4 | 6 | 8 | 7 | 2 | 1 | 10 |
CEC19-6 | 4 | 9 | 4 | 3 | 8 | 1 | 6 | 2 | 7 | 5 |
CEC19-7 | 2 | 7 | 5 | 3 | 4 | 10 | 9 | 1 | 6 | 8 |
CEC19-8 | 5 | 10 | 4 | 3 | 2 | 8 | 6 | 1 | 7 | 9 |
CEC19-9 | 1 | 4 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 5 |
CEC19-10 | 4 | 10 | 1 | 2 | 9 | 6 | 7 | 5 | 3 | 8 |
Sum of ranks | 36 | 69 | 36 | 39 | 43 | 53 | 53 | 25 | 46 | 61 |
Mean of ranks | 3.6 | 6.9 | 3.6 | 3.9 | 4.3 | 5.3 | 5.3 | 2.5 | 4.6 | 6.1 |
Overall ranks | 2 | 8 | 2 | 3 | 4 | 6 | 6 | 1 | 5 | 7 |
