Research Article
A Novel Teaching-Learning-Based Optimization with Laplace Distribution and Experience Exchange
Table 3
Results of four algorithms for 30 independent runs on 6 test functions of 30 dimensions.
| Function | Result | TLBO | LTLBO | ETLBO | LETLBO |
| F1 | SD | 7.44 E+01–6.15e-09 | 1.11 E+01 ≈ 3.16E-09 | 1.25 E+01–6.79e-10 | 1.10 E+012.11E-10 | F2 | SD | 8.46 E+01–1.38e-09 | 8.35 E+01–1.25e-09 | 8.32 E+01–4.18e-10 | 6.03 E+013.24E-08 | F3 | SD | 3.09 E+01–1.29e-01 | 2.82 E+01–3.42e-01 | 3.02 E+01–7.87e-01 | 2.57 E+013.39E-01 | F4 | SD | 1.49 E+04–1.13 E+03 | 9.32 E+03–1.13 E+04 | 7.24 E+03–1.34 E+03 | 4.89 E+031.10 E+03 | F5 | SD | 3.47 E+00 ≈ 9.37E-01 | 3.47 E+00 ≈ 3.61E-01 | 3.47 E+00 ≈ 2.97E-01 | 3.47 E+002.93E-01 | F6 | SD | 1.27 E+01–1.89e-01 | 1.23 E+01–1.79e-01 | 1.26 E+01–1.18e-01 | 1.21 E+011.30E-01 | | − | 5 | 4 | 5 | | | + | 0 | 0 | 0 | | | ≈ | 1 | 2 | 0 | |
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