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

Table 3

General performance in terms of function error values achieved by CADE for test functions g07-g12.

FES	Item	g07	g08	g09	g10	g11	g12
	Best	3.8889e+01(0)	5.0449e-04(0)	3.7054e+01(0)	1.6100e+04(0)	2.4117e-04(0)	1.4196e-04(0)
	Median	4.9337e+01(0)	3.8840e-03(0)	5.7153e+01(0)	1.4906e+04	7.6689e-03(0)	3.4115e-04(0)
	Worst	7.9337e+01(0)	8.3131e-03(0)	2.5886e+02(0)	1.6175e+03	1.8138e-01	7.9159e-03(0)
	c	0,0,0	0,0,0	0,0,0	0,1,0	0,0,0	0,0,0
	v	0.0000e+00	0.0000e+00	0.0000e+00	1.1763e-01	3.0374e-05	0.0000e+00
	Mean	6.7318e+01	2.8911e-03	8.5154e+01	8.6601e+03	2.9141e-02	1.1298e-03
	Std	1.4768e+01	2.6133e-03	6.3287e+01	5.9987e+03	5.3485e-02	2.2659e-03
	Best	1.1906e+00(0)	6.6944e-06(0)	3.2957e+00(0)	7.2014e+02(0)	2.0799e-06(0)	4.5076e-08(0)
	Median	2.2255e+00(0)	1.7618e-05(0)	4.2117e+00(0)	1.0794e+02	3.4848e-05(0)	4.5530e-07(0)
	Worst	2.4811e+00(0)	2.9758e-04(0)	1.4487e+01(0)	1.0794e+02	1.2432e-04(0)	4.2346e-05(0)
	c	0,0,0	0,0,0	0,0,0	0,1,0	0,0,0	0,0,0
	v	0.0000e+00	0.0000e+00	0.0000e+00	8.4681e-03	0.0000e+00	0.0000e+00
	Mean	1.7385e+00	8.1565e-05	7.6103e+00	1.5275e+03	4.1823e-05	6.7478e-06
	Std	3.9932e-01	9.3552e-05	3.3171e+00	2.0254e+03	3.4067e-05	1.2597e-05
	Best	-2.0229e-11(0)	1.8036e-11(0)	1.7053e-12(0)	-3.8199e-11(0)	-1.1102e-16(0)	0.0000e+00(0)
	Median	-2.0229e-11(0)	1.8036e-11(0)	1.7053e-12(0)	-3.7289e-11(0)	-1.1102e-16(0)	0.0000e+00(0)
	Worst	-2.0222e-11(0)	1.8036e-11(0)	1.8190e-12(0)	-3.7289e-11(0)	-1.1102e-16(0)	0.0000e+00(0)
	c	0,0,0	0,0,0	0,0,0	0,0,0	0,0,0	0,0,0
	v	0.0000e+00	0.0000e+00	0.0000e+00	0.0000e+00	0.0000e+00	0.0000e+00
	Mean	-2.0228e-11	1.8036e-11	1.7280e-12	-3.7471e-11	-1.1102e-16	0.0000e+00
	Std	2.8422e-15	0.0000e+00	4.5475e-14	3.6380e-13	0.0000e+00	0.0000e+00