Research Article
A New Optimization Algorithm Based on Search and Rescue Operations
Table 10
Results of CEC 2013 basic multimodal benchmark functions for the compared algorithms.
| | Function | ABC | CMA-RIS | AMopGA | GWO | YYPO | RJADE | SaDE | fk-PSO | SPSO | SAR |
| | C6 | Mean | 3.02E − 01 | 1.10E + 00 | 6.70E + 00 | 2.21E + 01 | 6.26E + 00 | 7.89E + 00 | 5.77E + 00 | 2.64E + 00 | 9.80E + 00 | 1.76E − 01 | | Rank | 2 | 3 | 7 | 10 | 6 | 8 | 5 | 4 | 9 | 1 | | C7 | Mean | 3.29E + 01 | 5.33E + 01 | 0.00E + 00 | 8.38E + 00 | 4.19E + 00 | 1.59E − 01 | 1.30E − 01 | 1.92E + 00 | 2.11E + 01 | 7.27E + 00 | | Rank | 9 | 10 | 1 | 7 | 5 | 3 | 2 | 4 | 8 | 6 | | C8 | Mean | 2.04E + 01 | 2.03E + 01 | 1.45E + 01 | 2.04E + 01 | 2.03E + 01 | 2.04E + 01 | 2.04E + 01 | 2.03E + 01 | 2.03E + 01 | 2.04E + 01 | | Rank | 6 | 2 | 1 | 6 | 2 | 6 | 6 | 2 | 2 | 6 | | C9 | Mean | 5.02E + 00 | 3.59E + 00 | 8.36E − 02 | 3.57E + 00 | 3.07E + 00 | 4.46E + 00 | 1.40E + 00 | 2.75E + 00 | 4.80E + 00 | 3.44E + 00 | | Rank | 10 | 7 | 1 | 6 | 4 | 8 | 2 | 3 | 9 | 5 | | C10 | Mean | 1.43E + 00 | 1.24E − 02 | 5.59E − 01 | 9.55E + 00 | 2.36E − 01 | 3.53E − 02 | 2.28E − 02 | 5.13E − 01 | 3.00E − 01 | 3.41E − 02 | | Rank | 9 | 1 | 8 | 10 | 5 | 4 | 2 | 7 | 6 | 3 | | C11 | Mean | 0.00E + 00 | 3.57E + 00 | 0.00E + 00 | 9.98E + 00 | 2.97E − 03 | 0.00E + 00 | 0.00E + 00 | 1.76E − 01 | 1.09E + 01 | 0.00E + 00 | | Rank | 1 | 8 | 1 | 9 | 6 | 1 | 1 | 7 | 10 | 1 | | C12 | Mean | 2.23E + 01 | 1.29E + 01 | 2.31E + 01 | 1.64E + 01 | 1.98E + 01 | 7.72E + 00 | 4.48E + 00 | 7.04E + 00 | 1.39E + 01 | 1.08E + 01 | | Rank | 9 | 5 | 10 | 7 | 8 | 3 | 1 | 2 | 6 | 4 | | C13 | Mean | 3.05E + 01 | 2.56E + 01 | 6.60E + 00 | 1.99E + 01 | 2.47E + 01 | 6.76E + 00 | 5.47E + 00 | 1.15E + 01 | 2.08E + 01 | 1.67E + 01 | | Rank | 10 | 9 | 2 | 6 | 8 | 3 | 1 | 4 | 7 | 5 | | C14 | Mean | 1.24E − 01 | 1.02E + 02 | 6.95E + 01 | 4.59E + 02 | 1.38E + 00 | 1.20E − 02 | 1.59E − 02 | 3.78E + 01 | 8.34E + 02 | 1.15E − 01 | | Rank | 4 | 8 | 7 | 9 | 5 | 1 | 2 | 6 | 10 | 3 | | C15 | Mean | 6.84E + 02 | 6.17E + 02 | 1.17E + 03 | 6.24E + 02 | 6.47E + 02 | 6.67E + 02 | 6.86E + 02 | 4.54E + 02 | 7.74E + 02 | 6.02E + 02 | | Rank | 7 | 3 | 10 | 4 | 5 | 6 | 8 | 1 | 9 | 2 | | C16 | Mean | 7.79E − 01 | 1.64E − 01 | 8.48E − 01 | 1.15E + 00 | 8.17E − 01 | 1.13E + 00 | 1.12E + 00 | 4.07E − 01 | 5.00E − 01 | 5.24E − 01 | | Rank | 5 | 1 | 7 | 10 | 6 | 9 | 8 | 2 | 3 | 4 | | C17 | Mean | 8.57E + 00 | 1.04E + 01 | 1.33E + 01 | 2.59E + 01 | 9.55E + 00 | 1.01E + 01 | 1.01E + 01 | 1.10E + 01 | 1.89E + 01 | 7.18E + 00 | | Rank | 2 | 6 | 8 | 10 | 3 | 4 | 4 | 7 | 9 | 1 | | C18 | Mean | 3.97E + 01 | 2.98E + 01 | 8.43E + 01 | 3.67E + 01 | 2.50E + 01 | 2.27E + 01 | 2.28E + 01 | 1.56E + 01 | 1.78E + 01 | 2.18E + 01 | | Rank | 9 | 7 | 10 | 8 | 6 | 4 | 5 | 1 | 2 | 3 | | C19 | Mean | 4.27E − 02 | 8.14E − 01 | 8.14E + 00 | 1.56E + 00 | 4.49E − 01 | 4.42E − 01 | 3.76E − 01 | 5.01E − 01 | 9.00E − 01 | 1.99E − 01 | | Rank | 1 | 7 | 10 | 9 | 5 | 4 | 3 | 6 | 8 | 2 | | C20 | Mean | 3.24E + 00 | 4.16E + 00 | 2.50E + 00 | 2.59E + 00 | 2.53E + 00 | 2.53E + 00 | 2.23E + 00 | 2.52E + 00 | 3.40E + 00 | 2.77E + 00 | | Rank | 8 | 10 | 2 | 6 | 4 | 4 | 1 | 3 | 9 | 7 |
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