Table 20 Results on Wilcoxon rank-sum test and t-test validation for LCA versus well-known & top-performing algorithms of CEC 2019 benchmark functions.
From: Learning cooking algorithm for solving global optimization problems
Functions | LCA vs | LCA vs | LCA vs | LCA vs | LCA vs | LCA vs | LCA vs | LCA vs | LCA vs | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PSO | TSA | SSA | MVO | GWO | WOA | GJO | LSHADE | CMAES | ||||||||||
P | w/t/l | P | w/t/l | P | w/t/l | P | w/t/l | P | w/t/l | P | w/t/l | P | w/t/l | P | w/t/l | P | w/t/l | |
CEC19-1 | \(P+\) | w | \(P+\) | w | \(P+\) | w | \(P+\) | w | \(P+\) | w | \(P+\) | w | \(P+\) | w | \(P+\) | w | \(P+\) | w |
CEC19-2 | \(P+\) | w | \(P+\) | w | \(P+\) | l | \(P+\) | w | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | w |
CEC19-3 | \(P+\) | t | \(P+\) | w | \(P+\) | w | \(P+\) | t | \(P+\) | t | \(P+\) | t | \(P+\) | w | \(P+\) | w | \(P+\) | w |
CEC19-4 | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l |
CEC19-5 | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l |
CEC19-6 | \(P+\) | l | \(P+\) | w | \(P+\) | l | \(P+\) | l | \(P+\) | w | \(P+\) | l | \(P-\) | w | \(P+\) | l | \(P+\) | w |
CEC19-7 | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P-\) | w | \(P-\) | l | \(P+\) | l | \(P+\) | l |
CEC19-8 | \(P+\) | l | \(P+\) | w | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P-\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l |
CEC19-9 | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l | \(P+\) | l |
CEC19-10 | \(P+\) | l | \(P-\) | l | \(P+\) | l | \(P+\) | l | \(P-\) | l | \(P+\) | l | \(P-\) | l | \(P+\) | l | \(P+\) | l |
