Clustering Optimization Algorithm for Data Mining Based on Artificial Intelligence Neural Network

Table 3

Results of algorithm fitness value.

Data set	f(x)	K- mean value	PSO-K-mean value	ADPSO-k-mean value	ADPSO-IKM
Iris	fmin	8.2424	10.2494	10.2716	10.2980
	fmax	10.2495	10.3833	10.4043	10.4540
	fave	9.5843	10.3019	10.3785	10.4011
Wine	fmin	5.3290	5.8155	5.8791	5.8914
	fmax	5.8966	5.9026	5.9130	5.9779
	fave	5.5981	5.8290	5.9011	5.9533
Zoo	fmin	6.0471	6.4329	6.5706	6.5910
	fmax	6.3126	6.5872	6.6015	6.6305
	fave	6.2156	6.4138	6.5881	6.6222