Research Article
Application of Improved Manta Ray Foraging Optimization Algorithm in Coverage Optimization of Wireless Sensor Networks
Table 2
Comparison of test results for fixed-dimensional function F13–F15.
| Function | Algorithm | Best | Worst | Average | Std. Deviation |
| F13 | BOA | 0.9980 | 3.0050 | 1.2986 | 0.6261 | | WOA | 0.9980 | 10.7632 | 3.0888 | 3.5685 | | SCA | 0.9980 | 2.9821 | 1.7922 | 0.9882 | | SSA | 0.9980 | 12.6705 | 7.3556 | 5.7991 | | MRFO | 0.9980 | 0.9980 | 0.9980 | 1.01E − 16 | | LGMRFO | 0.9980 | 0.9980 | 0.9980 | 9.22E − 17 |
| F14 | BOA | −5.4578 | −4.0632 | −4.5494 | 0.2656 | | WOA | −10.1531 | −2.6283 | −7.6042 | 2.8176 | | SCA | −7.8812 | −0.4973 | −3.2410 | 2.0496 | | SSA | −10.1532 | −5.0552 | −9.2006 | 1.9674 | | MRFO | −10.1532 | −5.0552 | −8.7937 | 2.2930 | | LGMRFO | −10.1532 | −10.1532 | −10.1532 | 6.33E − 15 |
| F15 | BOA | −1.0316 | −1.0287 | −1.0307 | 8.58E − 04 | | WOA | −1.0316 | −1.0316 | −1.0316 | 2.01E − 09 | | SCA | −1.0316 | −1.0316 | −1.0316 | 3.96E − 05 | | SSA | −1.0316 | −1.0316 | −1.0316 | 6.39E − 16 | | MRFO | −1.0316 | −1.0316 | −1.0316 | 6.52E − 16 | | LGMRFO | −1.0316 | −1.0316 | −1.0316 | 5.61E − 16 |
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