Review Article
Cat Swarm Optimization Algorithm: A Survey and Performance Evaluation
Table 5
Wilcoxon matched-pairs signed-rank test.
| Test functions | CSO vs. DA | CSO vs. BOA | CSO vs. FDO |
| F1 | <0.0001 | <0.0001 | <0.0001 | F2 | <0.0001 | <0.0001 | 0.0003 | F3 | <0.0001 | <0.0001 | 0.2286 | F4 | <0.0001 | <0.0001 | <0.0001 | F5 | <0.0001 | 0.0879 | 0.0732 | F6 | 0.0008 | 0.271 | <0.0001 | F7 | 0.077 | <0.0001 | <0.0001 | F8 | 0.586 | N/A | <0.0001 | F9 | 0.2312 | 0.3818 | <0.0001 | F10 | 0.0105 | <0.0001 | <0.0001 | F11 | <0.0001 | <0.0001 | 0.0002 | F12 | 0.4 | <0.0001 | <0.0001 | F13 | <0.0001 | <0.0001 | 0.0185 | F14 | 0.4 | <0.0001 | 0.0003 | F15 | 0.0032 | 0.0004 | 0.9515 | F16 | <0.0001 | N/A | <0.0001 | F17 | <0.0001 | <0.0001 | <0.0001 | F18 | <0.0001 | <0.0001 | <0.0001 | F19 | 0.2109 | N/A | 0.6554 | F20 | 0.0065 | N/A | <0.0001 | F21 | 0.0057 | <0.0001 | <0.0001 | F22 | 0.1716 | <0.0001 | <0.0001 | F23 | <0.0001 | <0.0001 | <0.0001 | cec01 | <0.0001 | <0.0001 | <0.0001 | cec02 | 0.001 | <0.0001 | <0.0001 | cec03 | 0.0102 | <0.0001 | <0.0001 | cec04 | 0.0034 | <0.0001 | <0.0001 | cec05 | 0.1106 | <0.0001 | <0.0001 | cec06 | 0.0039 | 0.0007 | <0.0001 | cec07 | 0.0002 | <0.0001 | <0.0001 | cec08 | 0.0083 | <0.0001 | <0.0001 | cec09 | 0.115 | <0.0001 | <0.0001 | cec10 | 0.0475 | <0.0001 | <0.0001 |
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