Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

Table 3

Number of connections used by the ANN generated with the basic PSO algorithm.

ID problem	Classification problems	Connection number
		Minimum	Maximum	Average	Std. dev.
1	Spiral	4	10	7.2667	1.4126
2	Synthetic 1	5	10	7.0667	1.2576
3	Synthetic 2	5	9	7.5	1.3326
4	Iris plant	14	23	18.9667	2.4563
5	Breast cancer	19	50	38	6.9926
6	Diabetes	8	47	35	7.0759
7	Liver disorders	16	31	24.6667	3.8177
8	Object recognition	54	71	62.8	4.9578
9	Wine	59	109	91.1	13.2336
10	Glass	81	108	97.4333	6.3933