Research Article
A Hybrid Lightning Search Algorithm-Simplex Method for Global Optimization
Table 4
Results of unimodal benchmark functions.
| Benchmark function | Result | Algorithms | Rank | LSA-SM | LSA | BA | FPA | GSA | GWO | WOA | GOA |
| () | Best | 0 | | 0.001533 | 289.7791 | | | | 0.01471 | 1 | Worst | 0 | | 2523.855 | 694.2996 | | | | 1.493134 | Mean | 0 | | 590.6185 | 480.5182 | | | | 0.357008 | Std. | 0 | | 735.4083 | 123.384 | | | 0 | 0.385466 |
| () | Best | 0 | | 0.368079 | 15.0405 | | | | 0.076814 | 1 | Worst | 0 | 0.176046 | 2480.373 | 33.20639 | | | | 3.855291 | Mean | 0 | 0.011954 | 149.0774 | 23.97925 | | | | 1.493483 | Std. | 0 | 0.039601 | 550.5261 | 4.685298 | | | | 1.157461 |
| () | Best | 0 | 0.028542 | 1745.765 | 205.515 | 122.5354 | | 125.8299 | 359.1287 | 1 | Worst | 0 | 1.928264 | 28399.24 | 646.8589 | 414.9333 | | 15797.51 | 2419.51 | Mean | 0 | 0.283358 | 7618.061 | 474.6606 | 224.0688 | | 5423.81 | 989.0807 | Std. | 0 | 0.425606 | 6589.569 | 126.6975 | 90.38385 | | 4804.579 | 532.2332 |
| () | Best | 0 | 0.003176 | 20.29867 | 14.46131 | | | | 2.665813 | 1 | Worst | 0 | 0.55117 | 47.55456 | 21.29838 | | | 51.58371 | 13.08223 | Mean | 0 | 0.13218 | 28.95962 | 17.28069 | | | 10.91266 | 7.064873 | Std. | 0 | 0.139895 | 6.227619 | 2.001093 | | | 13.4977 | 2.515921 |
| () | Best | 0 | 0 | 5344 | 388 | 0 | 0 | 0 | 8 | 1 | Worst | 0 | 6 | 22107 | 807 | 0 | 0 | 0 | 44 | Mean | 0 | 2.4 | 12875.1 | 532.95 | 0 | 0 | 0 | 18.4 | Std. | 0 | 1.353358 | 4518.075 | 109.0174 | 0 | 0 | 0 | 9.34936 |
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