The Design of Emoticon-Generating Device Based on Artificial Neural Network

Table 2

Comparison of test results of two algorithms.

Function	Algorithm	Max	Min	Average value	Variance	Standard deviation
Rastrigin function	PSO	0.35	0.002	0.096	0.009	0.098
	PSO-HS	0.35	8.7E	0.0033	4.98E	0.007
Girewank function	PSO	0.01	8.19E	0.003	8.59E	0.003
	PSO-HS	1.22E	1.61E	1.66E	7.2E	2.68E
Ackley function	PSO	1.27	0.03	0.035	0.085	0.3
	PSO-HS	0.15	0.007	0.062	0.002	0.043
Rosenbrock function	PSO	0.89	0.0034	0.11	0.039	0.19
	PSO-HS	0.10	3.2E	0.014	0.00065	0.025