Research Article
[Retracted] Mathematical Modeling Method of the Improved Genetic Algorithm for Random Power Fluctuation
Table 2
Performance comparison of GA, LARES, CAGA, and CGA.
| | Function | Reference | Best value | Average value | Mean algebra | | GA | LARES | CAGA | CGA | CAGA | CGA | CAGA | CGA |
| | F2 | 0 | 0.00103 | 0.00051 | 6.3056e − 012 | 9.6253e−009 | 3.49251e − 011 | 2.5749e − 008 | 161.70 | 39.96 | | F3 | 3 | 3.03713 | 3.00000 | 3.00000 | 3.00000 | 3.00000 | 3.00000 | 75.5 | 40.43 | | F6 | 0.998 | 1.24888 | 1.13103 | 0.998004 | 0.998004 | 0.998004 | 0.998004 | 116.2 | 109.83 | | F7 | 0 | 9.423925 | 0.00032 | 5.9009e − 004 | 8.9394e – 006 | 7.4938e − 004 | 1.4909e − 005 | 41015.62 | 37249.8 | | F8 | 7 | 7.00144 | 7.00064 | 7.00000 | 7.00000 | 7.00000 | 7.00000 | 19.18 | 19.37 | | F9 | −186.73 | −185.588 | −186.604 | −186.7309 | −186.7309 | −186.6914 | −186.6267 | 8663.4 | 8906.53 | | F10 | 1 | 1.00559 | 1.00786 | 1.00000 | 1 | 1.00150 | 1.000584 | 7374.9 | 2482.37 | | F11 | 0 | 0.01058 | 0.00247 | 2.4399e − 009 | 1.4891e − 010 | 3.6361e − 007 | 5.8789e − 009 | 987.2 | 526.1 | | F12 | 0 | 0.00079 | 0.00064 | 2.3842e − 006 | 3.4605e − 005 | 2.3842e − 006 | 0.00014 | 340.9 | 10746.37 | | F13 | 0 | 0.00153 | 0.00153 | 1.1921e − 005 | 4.1921e − 005 | 1.1921e − 005 | 0.00013 | 194.7 | 10642.73 | | F14 | 0 | 0 | 0 | 1.7217e − 019 | 1.1809e − 017 | 3.3200e − 017 | 2.5825e − 017 | 23.6 | 77.67 | | F15 | 0 | 0.19275 | 0.08927 | 0.15315 | 3.5051e − 008 | 0.19605 | 0.01170 | 200000 | 170477.1 | | F16 | 0 | 14.53298 | 4.9654 | 3.28032 | 5.1994e − 007 | 8.40576 | 1.8529e − 006 | 200000 | 15027.3 |
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