Research Article

Efficient Conical Area Differential Evolution with Biased Decomposition and Dual Populations for Constrained Optimization

Table 2

General performance in terms of function error values achieved by CADE for test functions g01-g06.

FES Itemg01 g02 g03 g04 g05 g06

Best1.0019e+01(0)4.1819e-01(0)9.9606e-01(0)1.3850e+02(0)2.9616e+028.1950e+01(0)
Median1.2516e+01(0)4.6526e-01(0)9.9606e-01(0)1.8195e+02(0)-2.0757e+012.1331e+02(0)
Worst8.2039e+005.1730e-01(0)9.9064e-012.4131e+02(0)-4.2073e+015.5703e+02(0)
c0,0,00,0,00,0,00,0,03,0,00,0,0
v7.1886e-020.0000e+004.5259e-040.0000e+005.6316e+000.0000e+00
Mean1.0462e+014.7199e-019.7483e-011.7785e+028.8416e+012.2864e+02
Std2.2425e+003.4614e-023.3375e-023.7263e+011.1190e+021.6962e+02

Best3.4502e+00(0)1.2228e-01(0)1.2077e-01(0)2.5507e+00(0)1.8690e+002.4484e-01(0)
Median4.5006e+00(0)1.2228e-01(0)4.8250e-01(0)3.7399e+00(0)1.7565e+012.0633e+00(0)
Worst5.9370e+00(0)2.2918e-01(0)9.8971e-01(0)6.8874e+00(0)7.6184e+012.5392e+01(0)
c0,0,00,0,00,0,00,0,01,2,00,0,0
v0.0000e+000.0000e+001.5020e-040.0000e+002.8626e-010.0000e+00
Mean4.6377e+001.6855e-015.8456e-013.6371e+001.2538e+014.3982e+00
Std7.4639e-013.7580e-022.5971e-011.1370e+002.3045e+017.0974e+00

Best0.0000e+00(0)8.2885e-12(0)-1.0003e-11(0)-2.9104e-11(0)-1.8190e-12(0)3.3651e-11(0)
Median0.0000e+00(0)6.9388e-09(0)-1.0002e-11(0)-2.9104e-11(0)-1.8190e-12(0)3.3651e-11(0)
Worst0.0000e+00(0)2.1762e-08(0)-1.0002e-11(0)-2.5466e-11(0)-1.8190e-12(0)3.3651e-11(0)
c0,0,00,0,00,0,00,0,00,0,00,0,0
v0.0000e+000.0000e+000.0000e+000.0000e+000.0000e+000.0000e+00
Mean0.0000e+008.4495e-09-1.0002e-11-2.7649e-11-1.8190e-123.3651e-11
Std0.0000e+004.0419e-092.9606e-161.7822e-120.0000e+000.0000e+00