somnet.h

网上关于自组织映射som的代码一般都是解决极点平衡的

/*#define InputLayerNum 35*/
#define OutputLayerRow 8
#define OutputLayerColumn 8
#define total_iteration_Num 1000//10000//80//100//1000
#define error_limit 1e-20//0.1//0.0000000000008//0.000000000000008//0.0001
#define efficiency 0.8//0.3//0.9//0.3//0.9
#define Min_distance 1000.0


class CSomnet  
{
	int layernumber,ndnumber;
	double **inputMode;
	double **weight;
	int current_iteration_num;
	double study_efficiency;
	long double distance;
	int neighbor_width;
	int neighbor_height;
	int flag[OutputLayerRow][OutputLayerColumn];
	int temp_row,temp_column;
	int winner_row,winner_column;
	long double min_distance;
public:
	
	CSomnet(int layer,int nd);
	virtual ~CSomnet();
	
	void eula_distance(int z);
	void weight_change(int z);
	void paraChange();
	void initialize();
	void Treatnet();
	void normalized_weight();
	void normalized_input();
	void initialaze_test(int test_layernum);
	
};