Quasi-Affine Transformation Evolutionary with Double Excellent Guidance

Table 1

Comparison on 10D optimization under CEC2013 test suite with different values of parameter .

QUATRE-DEG
	Mean/std	Mean/std	Mean/std	Mean/std	Mean/std	Mean/std
	5.80-04/8.5-05	5.90-04/1.2-04	5.97-04/7.9-05	6.20-04/1.2-04	6.21-04/6.9-05	6.73-04/1.0-04
	2.68+05/1.1+05	3.40+05/1.1+05	4.23+05/1.9+05	2.63+05/1.6+05	3.29+05/1.1+05	3.55+05/1.4+05
	9.18+06/2.6+07	5.44+05/1.0+06	6.73+05/1.0+06	2.89+05/5.4+05	3.20+05/4.9+05	2.02+06/3.2+06
	2.01+01/1.5+01	2.48+01/1.8+01	1.79+01/1.1+01	2.77+01/1.7+01	2.12+01/1.5+01	3.45+01/2.8+01
	2.82-04/6.7-05	2.93-04/3.8-05	2.99-04/4.7-05	2.80-04/3.5-05	3.30-04/6.2-05	3.72-04/7.1-05
	6.98+00/1.0+01	9.43+00/1.1+01	3.35+00/1.4+00	4.92+00/7.5+00	4.47+00/7.7+00	4.97+00/7.6+00
	1.67+01/8.5+00	1.80+01/1.4+01	1.86+01/1.0+01	2.19+01/1.5+01	1.89+01/1.2+01	1.30+01/1.2+01
	2.10+01/5.3-02	2.09+01/7.2-02	2.10+01/6.0-02	2.10+01/5.1-02	2.09+01/5.9-02	2.10+01/3.1-02
	1.58+01/2.9+00	1.41+01/5.5+00	1.67+01/5.9+00	1.71+01/4.6+00	1.79+01/3.9+00	1.42+01/5.2+00
	6.09-02/1.4-02	5.72-02/1.4-02	5.72-02/1.4-02	5.68-02/1.6-02	6.47-02/1.4-02	5.88-02/1.0-02
	2.23+01/5.0+00	2.62+01/8.8+00	2.39+01/7.5+00	2.03+01/5.9+00	1.87+01/3.8+00	2.05+01/6.7+00
	6.10+01/9.1+00	5.16+01/1.5+01	6.41+01/1.5+01	5.51+01/1.6+01	5.64+01/2.0+01	5.35+01/1.5+01
	1.22+02/3.1+01	1.16+02/3.1+01	9.83+01/3.3+01	1.13+02/2.9+01	1.21+02/3.4+01	1.03+02/3.5+01
	7.67+02/1.9+02	6.38+02/2.2+02	6.50+02/1.7+02	7.10+02/1.4+02	7.66+02/2.5+02	7.07+02/2.5+02
	3.57+03/5.9+02	3.85+03/6.2+02	3.46+03/6.8+02	4.02+03/5.2+02	3.75+03/7.2+02	3.92+03/5.5+02
	3.11-01/2.0-01	3.34-01/1.1-01	3.59-01/1.2-01	3.40-01/1.0-01	3.20-01/1.5-01	2.42-01/1.1-01
	5.41+01/4.8+00	5.15+01/6.2+00	4.89+01/3.5+00	5.02+01/6.1+00	4.59+01/4.6+00	4.63+01/5.3+00
	8.44+01/2.0+01	8.87+01/1.7+01	8.49+01/1.0+01	7.62+01/1.8+01	8.12+01/1.1+01	7.65+01/1.0+01
	3.04+00/7.1-01	2.49+00/2.9-01	3.05+00/5.8-01	2.19+00/5.3-01	2.49+00/4.6-01	2.41+00/5.0-01
	1.16+01/5.5-01	1.17+01/4.9-01	1.17+01/3.4-01	1.12+01/6.4-01	1.13+01/4.8-01	1.14+01/6.0-01
	2.75+02/7.7+01	3.18+02/1.1+02	3.33+02/8.2+01	3.33+02/8.2+01	3.28+02/1.0+02	2.65+02/8.0+01
	1.09+03/2.5+02	6.64+02/2.7+02	6.45+02/1.3+02	7.37+02/2.1+02	6.98+02/1.6+02	5.98+02/2.5+02
	3.86+03/4.1+02	4.10+03/5.3+02	3.96+03/2.9+02	3.90+03/8.2+02	3.93+03/4.9+02	4.08+03/8.0+02
	2.33+02/1.2+01	2.30+02/1.2+01	2.37+02/8.2+00	2.24+02/1.4+01	2.29+02/1.6+01	2.25+02/1.3+01
	2.60+02/9.5+00	2.54+02/7.2+00	2.55+02/3.5+00	2.54+02/8.0+00	2.50+02/7.8+00	2.52+02/9.3+00
	2.69+02/7.2+01	2.38+02/6.1+01	2.13+02/4.0+01	2.51+02/6.5+01	2.23+02/4.7+01	2.27+02/5.6+01
	6.49+02/1.0+02	6.39+02/7.1+01	6.61+02/1.3+02	6.10+02/5.8+01	6.11+02/7.3+01	6.50+02/7.7+01
	3.97+02/3.0+02	3.01+02/5.1-02	3.01+02/6.9-02	3.01+02/9.1-02	3.01+02/5.2-02	3.01+02/1.1-01
Best quantity	2	4	5	9	4	4