Research Article
A New Optimization Algorithm Based on Search and Rescue Operations
Table 9
Results of CEC 2013 unimodal benchmark functions for the compared algorithms.
| | Function | ABC | CMA-RIS | AMopGA | GWO | YYPO | RJADE | SaDE | fk-PSO | SPSO | SAR |
| | C1 | Mean | 0.00E + 00 | 0.00E + 00 | 3.14E − 06 | 3.48E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Rank | 1 | 1 | 9 | 10 | 1 | 1 | 1 | 1 | 1 | 1 | | C2 | Mean | 2.47E + 06 | 0.00E + 00 | 0.00E + 00 | 1.12E + 06 | 6.44E + 04 | 0.00E + 00 | 1.66E − 03 | 1.44E + 05 | 3.63E + 04 | 0.00E + 00 | | Rank | 10 | 1 | 1 | 9 | 7 | 1 | 5 | 8 | 6 | 1 | | C3 | Mean | 9.94E + 06 | 7.04E − 01 | 0.00E + 00 | 9.49E + 07 | 7.43E + 05 | 1.21E + 02 | 1.24E + 01 | 6.75E + 05 | 2.68E + 05 | 2.30E + 00 | | Rank | 9 | 2 | 1 | 10 | 8 | 5 | 4 | 7 | 6 | 3 | | C4 | Mean | 9.24E + 03 | 0.00E + 00 | 6.80E − 04 | 7.02E + 03 | 1.01E + 02 | 1.16E + 02 | 1.83E − 04 | 4.16E + 02 | 8.87E + 03 | 0.00E + 00 | | Rank | 10 | 1 | 4 | 8 | 5 | 6 | 3 | 7 | 9 | 1 | | C5 | Mean | 0.00E + 00 | 0.00E + 00 | 1.08E − 04 | 2.39E + 01 | 1.08E − 05 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | 0.00E + 00 | | Rank | 1 | 1 | 9 | 10 | 8 | 1 | 1 | 1 | 1 | 1 |
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