private static void WriteModel(ResultModel model)
{
var str = string.Format("Входной образ: {0}. Вес: {1}. Кол-во итераций: {2}. Эталон: {3}.",
model.Enter,
model.Weight,
model.Iterations,
model.Error
);
Console.WriteLine(str);
model.Array.WriteArray();
Console.WriteLine();
}
public void Start()
{
var enters = new[] {x1, x2, x3};
var weights = new[] {w1, w2, w3};
var outers = new List<ResultModel>();
for (int i = 0; i < enters.Length; i++)
{
for (int j = 0; j < weights.Length; j++)
{
var error = -1;
var model = new ResultModel();
model.Weight = j;
model.Enter = i;
model.Iterations = 0;
model.Array = new int[weights[j].Length];
do
{
var array = Multiplication(enters[i], weights[j]);
var sum = Summation(array);
var y = sum <= 60 ? 0 : 1;
error = y;
var delta = d[i, j] - y;
for (int k = 0; k < weights[j].Length; k++)
{
weights[j][k] = weights[j][k] + 1 * delta * enters[i][k];
}
model.Iterations += 1;
model.Error = error;
weights[j].CopyTo(model.Array, 0);
if (error == d[i, j])
{
outers.Add(model);
}
} while (error != d[i, j]);
}
}
WriteResult(outers);
}