A Novel Teaching-Learning-Based Optimization with Laplace Distribution and Experience Exchange

Table 2

Results of LETLBO based on different populations over 30 independent runs on 6 test functions on 30 dimensions with 300,000 FEs.

Function	Result	N = 10	N = 20	N = 30	N = 40	N = 50	N = 60	N = 70	N = 80	N = 90	N = 100
F1	SD	1.11 E+01 3.00E-10	1.12 E+01 3.14E-10	1.10 E+01 2.11E-10	1.13 E+01 2.09E-10	1.14 E+01 3.12E-09	1.14 E+01 2.77E-10	1.20 E+01 3.11E-08	1.21 E+01 3.55E-06	1.25 E+01 3.99E-06	1.26 E+01 3.21E-05
F2	SD	6.05 E+01 3.44E-09	6.11 E+01 4.18E-07	6.03 E+01 3.24E-08	6.06 E+01 4.22E-08	6.06 E+01 4.55E-08	6.07 E+01 2.09E-08	6.20 E+01 4.54E-07	6.18 E+01 4.44E-08	6.23 E+01 4.34E-08	6.25 E+01 2.97E-08
F3	SD	2.88 E+01 4.15E-01	3.01 E+01 3.14E-01	2.57 E+01 3.39E-01	2.60 E+01 4.43E-01	2.62 E+01 2.54E-01	2.63 E+01 4.66E-01	2.70 E+01 4.11E-01	2.68 E+01 4.55E-01	2.71 E+01 4.66E-01	2.72 E+01 4.30E-01
F4	SD	4.90 E+03 1.87 E+03	4.90 E+03 2.43 E+03	4.89 E+03 1.10 E+03	4.90 E+03 1.12 E+03	4.90 E+03 2.13 E+03	4.91 E+03 2.43 E+03	4.91 E+03 2.33 E+03	4.93 E+03 2.14 E+02	4.95 E+03 3.15 E+03	4.95 E+03 3.43 E+03
F5	SD	3.47 E+00 2.00E-01	3.47 E+00 2.11E-01	3.47 E+00 2.93E-01	3.47 E+00 3.03E-01	3.47 E+00 3.11E-01	3.47 E+00 3.33E-01	3.47 E+00 1.43E-01	3.47 E+00 3.97E-01	3.47 E+00 3.33E-01	3.47 E+00 3.43E-01
F6	SD	1.24 E+01 1.65E-01	1.22 E+01 3.20E-01	1.21 E+01 1.30E-01	1.24 E+01 1.99E-01	1.23 E+01 2.10E-01	1.23 E+01 2.43E-01	1.24 E+01 2.30E-01	1.24 E+01 2.32E-01	1.24 E+01 4.09E-01	1.24 E+01 3.07E-01