Beispiel #1
0
        public Form2(Perceptron perceptron)
        {
            InitializeComponent();

            dataGridView1.Columns.Add("Es - training", null);

            dataGridView1[0, 0].Value = perceptron.EsList[perceptron.EsList.Count - 2];
            dataGridView1.Columns.Add("Es - after training", null);
            dataGridView1[1, 0].Value = perceptron.EsList.Last();

            cartesianChart1.Series = new SeriesCollection
            {
                new LineSeries
                {
                    Title  = "Y - learning",
                    Values = new ChartValues <double>(),
                },
                new LineSeries
                {
                    Title  = "Y - after learning",
                    Values = new ChartValues <double>(),
                }
            };

            cartesianChart1.AxisY.Clear();
            cartesianChart1.AxisX.Clear();
            cartesianChart1.LegendLocation = LegendLocation.Right;

            int counter = perceptron.numberOfInputs;

            for (int i = 0; i < perceptron.yList.Count; i++)
            {
                cartesianChart1.Series[0].Values.Add(perceptron.yList[i]);
                if (!perceptron.secondMethod)
                {
                    cartesianChart1.Series[1].Values.Add(perceptron.eList[counter]);
                }
                else
                {
                    cartesianChart1.Series[1].Values.Add(perceptron.newEList[counter]);
                }
                if (counter == perceptron.numberOfPoints - 1)
                {
                    counter = perceptron.numberOfInputs;
                }
                else
                {
                    counter++;
                }
            }
        }
Beispiel #2
0
        public Form3(Perceptron perceptron)
        {
            int           tmp       = 0;
            List <double> deviation = new List <double>();

            InitializeComponent();
            dataGridView1.Columns.Add("Y", null);
            dataGridView1.Columns.Add("E", null);
            for (int i = 0; i < perceptron.eList.Count + 5; i++)
            {
                dataGridView1.Rows.Add();
            }
            //Add Y
            tmp = 0;
            for (int i = 0; i < perceptron.yList.Count; i++)
            {
                dataGridView1[0, tmp++].Value = perceptron.yList[i];
            }
            //Add E
            tmp = 0;
            if (!perceptron.secondMethod)
            {
                for (int i = 0; i <= perceptron.stop - perceptron.start; i++)
                {
                    dataGridView1[1, tmp++].Value = perceptron.eList[i + perceptron.start - 1];
                }
            }
            else
            {
                for (int i = 0; i <= perceptron.stop - perceptron.start; i++)
                {
                    dataGridView1[1, tmp++].Value = perceptron.newEList[i + perceptron.start - 1];
                }
            }

            //Add W
            var data = perceptron.weight;

            for (int i = 0; i < data.Count; i++)
            {
                dataGridView2.Columns.Add("W" + (i + 1).ToString(), null);
            }
            for (int i = 0; i < data.Count + 1; i++)
            {
                if (i == data.Count)
                {
                    //Add T
                    dataGridView2.Columns.Add("T", null);
                    dataGridView2[i, 0].Value = perceptron.tList.Last();
                    break;
                }
                dataGridView2[i, 0].Value = data[i].Last();
            }

            tmp = 0;

            //add data to chart1
            cartesianChart1.Series = new SeriesCollection
            {
                new LineSeries
                {
                    Title  = "Desired",
                    Values = new ChartValues <double>(),
                },
                new LineSeries
                {
                    Title  = "Real",
                    Values = new ChartValues <double>(),
                }
            };

            cartesianChart1.AxisY.Clear();
            cartesianChart1.AxisX.Clear();
            cartesianChart1.LegendLocation = LegendLocation.Right;

            if (!perceptron.secondMethod)
            {
                for (int i = 0; i <= perceptron.stop - perceptron.start; i++)
                {
                    cartesianChart1.Series[0].Values.Add(perceptron.eList[i + perceptron.start - 1]);
                }
            }
            else
            {
                for (int i = 0; i <= perceptron.stop - perceptron.start; i++)
                {
                    cartesianChart1.Series[0].Values.Add(perceptron.newEList[i + perceptron.start - 1]);
                }
            }
            for (int i = 0; i < perceptron.yList.Count; i++)
            {
                cartesianChart1.Series[1].Values.Add(perceptron.yList[i]);
            }
            //add data to chart2
            cartesianChart2.Series = new SeriesCollection
            {
                new LineSeries
                {
                    Title  = "Deviation",
                    Values = new ChartValues <double>(),
                },
            };

            cartesianChart2.AxisY.Clear();
            cartesianChart2.AxisX.Clear();
            cartesianChart2.LegendLocation = LegendLocation.Right;
            deviation.Clear();
            if (!perceptron.secondMethod)
            {
                for (int i = 0; i < perceptron.yList.Count; i++)
                {
                    deviation.Add(perceptron.yList[i] - perceptron.eList[perceptron.start - 1 + i]);
                }
            }
            else
            {
                for (int i = 0; i < perceptron.yList.Count; i++)
                {
                    deviation.Add(perceptron.yList[i] - perceptron.newEList[perceptron.start - 1 + i]);
                }
            }
            for (int i = 0; i < deviation.Count; i++)
            {
                cartesianChart2.Series[0].Values.Add(deviation[i]);
            }
        }