Table 9 Statistical analysis of ISCHO via others using mean, std., and CI.
From: An improved Sinh Cosh optimizer for optimizing energy management system in nano-grids
(a) | |||||||||
|---|---|---|---|---|---|---|---|---|---|
Function | Algorithm | ||||||||
Chimp | IGWO | COA | |||||||
Mean | Std. | CI | Mean | Std. | CI | Mean | Std. | CI | |
F1 | 0.189 | 0.0012 | [0.185, 0.193] | 0.0965 | 0.0008 | [0.096, 0.097] | 0.1253 | 0.0011 | [0.1251, 0.1255] |
F2 | 0.169 | 0.0012 | [0.163, 0.172] | 0.1536 | 0.0012 | [0.1533, 0.1539] | 0.0956 | 0.00079 | [0.0955, 0.0957] |
F3 | − 0.985 | 0.004 | [− 1003, − 0.99] | 3.2656 | 0.0295 | [3.265, 3.2662] | 3.985 | 0.0298 | [3.9848, 3.9852] |
F4 | 3.56 | 0.029 | [3.5, 3.62] | 0.2454 | 0.00185 | [0.245, 0.2458] | 0.4698 | 0.0033 | [0.4696, 0.47] |
F5 | 0.689 | 0.0053 | [0.686, 0.692] | 0.0687 | 0.0005 | [0.0685, 0.0689] | 0.0535 | 0.00043 | [0.0515, 0.0555] |
(b) | |||||||||
|---|---|---|---|---|---|---|---|---|---|
Function | Algorithm | ||||||||
ISCHO | SCHO | ISC | |||||||
Mean | Std. | CI | Mean | Std. | CI | Mean | Std. | CI | |
F1 | 0.007 | 0.000066 | [0.0067, 0.0073] | 0.078 | 0.0006 | [0.075, 0.081] | 0.165 | 0.00014 | [0.163, 0.169] |
F2 | 0.006 | 0.000053 | [0.0056, 0.0064] | 0.145 | 0.0014 | [0.142, 0.148] | 0.12 | 0.0011 | [0.1, 0.14] |
F3 | 3.0008 | 0.02505 | [3.00078, 3.00028] | 3.245 | 0.035 | [3.241, 3.249] | 3.458 | 0.025 | [3.454, 3.462] |
F4 | 0.04 | 0.00036 | [0.02, 0.06] | 1.005 | 0.0125 | [1.001, 1.009] | 1.345 | 0.0124 | [1.34, 1.35] |
F5 | 0.008 | 0.00007 | [0.0078, 0.0082] | 0.078 | 0.0006 | [0.075, 0.081] | 0.645 | 0.00535 | [0.64, 0.65] |
