Research Article
A New Optimization Algorithm Based on Search and Rescue Operations
Table 12
Ranks of the compared algorithms on CEC 2013 benchmark functions.
| | Algorithm | Unimodal | Basic multimodal | Composition | All the functions | | Mean rank | Overall rank | Mean rank | Overall rank | Mean rank | Overall rank | Mean rank | Overall rank |
| | ABC | 6.20 | 9 | 6.13 | 8 | 3.88 | 2 | 5.40 | 6 | | CMA-RIS | 1.20 | 1 | 5.80 | 7 | 4.00 | 3 | 3.67 | 3 | | AMopGA | 4.80 | 6 | 5.67 | 6 | 5.88 | 7 | 5.45 | 7 | | GWO | 9.40 | 10 | 7.80 | 10 | 8.38 | 10 | 8.53 | 10 | | YYPO | 5.80 | 8 | 5.20 | 5 | 5.38 | 6 | 5.46 | 8 | | RJADE | 2.80 | 3 | 4.53 | 4 | 4.88 | 5 | 4.07 | 4 | | SaDE | 2.80 | 3 | 3.40 | 1 | 4.13 | 4 | 3.44 | 2 | | fk-PSO | 4.80 | 6 | 3.93 | 3 | 6.50 | 8 | 5.08 | 5 | | SPSO | 4.60 | 5 | 7.13 | 9 | 8.25 | 9 | 6.66 | 9 | | SAR | 1.40 | 2 | 3.53 | 2 | 3.25 | 1 | 2.73 | 1 |
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