Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 10

Number of neurons used by the ANN generated with the SGPSO algorithm.

ID problem	Classification problem	Connections number
		Minimum	Maximum	Average	Std. dev.
1	Spiral	3	4	3.8667	0.3457
2	Synthetic 1	2	4	3.6333	0.5561
3	Synthetic 2	3	4	3.7667	0.4302
4	Iris plant	5	6	5.7667	0.4302
5	Breast cancer	4	7	6.3	0.9154
6	Diabetes	3	7	6.2667	0.9803
7	Liver disorders	4	6	5.3	0.7944
8	Object recognition	10	11	10.9	0.3051
9	Wine	9	11	10.6333	0.6149
10	Glass	13	13	13	0