Table 7 The Average and Std ranks of nine algorithms using Friedman’s test based upon their results on the 23 test functions.
From: Enhancing grasshopper optimization algorithm (GOA) with levy flight for engineering applications
Algorithm | Average | Std | ||
|---|---|---|---|---|
Mean rank | Diff with LFGOA | Std Rank | Diff with LFGOA | |
AHA | 3.782608696 | 1.3043 < 2.5051 | 3.217391304 | 0.9565 < 2.5051 |
AO | 4.434782609 | 1.9565 < 2.5051 | 4.000000000 | 1.7391 < 2.5051 |
DA | 6.478260870 | 4.0000 > 2.5051 | 6.695652174 | 4.4348 > 2.5051 |
DMOA | 6.043478261 | 3.5652 > 2.5051 | 4.913043478 | 2.6522 > 2.5051 |
GBO | 5.043478261 | 2.5652 > 2.5051 | 5.000000000 | 2.7391 > 2.5051 |
HGS | 6.347826087 | 3.8696 > 2.5051 | 6.652173913 | 4.3913 > 2.5051 |
HHO | 5.260869566 | 2.7826 > 2.5051 | 6.086956522 | 3.8261 > 2.5051 |
LFGOA | 2.478260870 | 0 | 2.260869565 | 0 |
MVO | 4.869565217 | 2.3913 < 2.5051 | 6.173913043 | 3.9130 > 2.5051 |
