Computational Intelligence and Neuroscience

Research Article

An Evolutionary Frog Leaping Algorithm for Global Optimization Problems and Applications

Table 7

Wilcoxon signed-rank test for comparison results of EFLA and other algorithms.
FuncLAPOTSQPSOWQPSOGbABCNNASaDESFLASSACMAESSCAAAAGWO
F1++++++++++++
F2+++++++++++−
F3++++++++++++
F4−−−+−++++++−
F5=++=+=++++++
F6+−−+++++++++
F7+++=+++++==+
F8+++−++++−+−+
F9+−−−−−−+−+−−
F10====+++++===
F11++++++++++++
F12−++++−+++−−−
F13−−++−++++−+−
F14+++−−−+−−+−+
F15+++++++++++−
F16+++++−++−+−+
F17++++++++−+++
F18++++++++−+++
F19+++++−++++−+
F20+++++++−++++
F21++−++−++++++
F22+++++++−−+++
F23++++++++++++
F24+++++−++++++
F25+++−++++++−+
F26++++++++++++
F27+++++−++++++
F28++++++++++++
F29++++++++++++
F30−−+++++++−+−
Total            
w/e/l24/2/424/1/525/1/423/3/426/0/421/1/829/0/127/0/323/0/725/2/321/2/722/1/7
p value1.07e − 0041.53e − 0037.14e − 0041.28e − 0032.83e − 0042.00e − 0025.73e − 0066.31e − 0052.95e − 0038.97e − 0051.39e − 0021.32e − 003
z−value−3.8737−3.1678−3.3840−3.2195−3.6303−2.3245−4.5358−4.0006−2.9721−3.9167−2.4593−3.2110