Application and Development of Enhanced Chaotic Grasshopper Optimization Algorithms

Table 8

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

Function	F6	F7	F8	F9	F10
ECGOA1	0.56	0.776391	0.27	0.03	0.08
ECGOA2	0.2	0.542772	0.73	8.36E − 04	8.36E − 04
ECGOA3	0.81	0.14042	0.0098	N/A	0.02
ECGOA4	0.59	0.655361	N/A	0.02	0.23
ECGOA5	0.88	0.507505	0.041	0.040	0.019
ECGOA6	0.22	0.71498	0.0114	0.0909	N/A
ECGOA7	0.19	0.126431	0.525	0.0337	0.085
ECGOA8	0.9892	N/A	0.2503	0.0207	0.02
ECGOA9	0.23	0.113551	0.285	5.85E − 06	0.0601
ECGOA10	0.14	0.163596	0.6554	1.99E − 04	0.081
GOA [16]	N/A	0.208454	0.239	0.0076	0.1719