Application and Development of Enhanced Chaotic Grasshopper Optimization Algorithms

Table 7

Results of the Wilcoxon rank sum test on unimodal benchmark functions.

Function	F1	F2	F3	F4	F5
ECGOA1	0.036048	0.169275	0.967635	0.6359	0.3683
ECGOA2	0.147847	0.013881	0.336915	N/A	0.0540
ECGOA3	0.881731	0.007431	0.989209	0.8817	0.9533
ECGOA4	0.228694	0.000986	N/A	0.1404	0.4755
ECGOA5	0.081032	0.166588	0.524987	0.4094	0.7590
ECGOA6	0.072045	0.088317	0.409356	0.9892	0.4340
ECGOA7	0.014364	N/A	0.310402	0.6554	0.9423
ECGOA8	N/A	0.04359	0.797197	0.5792	N/A
ECGOA9	0.15557	0.14484	0.163596	0.1719	0.4971
ECGOA10	0.126431	0.043738	0.490334	0.3793	0.9917
GOA [16]	0.014364	0.07045	0.755743	0.0036	0.0266