Example #1
0
        private void button1_Click(object sender, EventArgs e)
        {
            if (dataGridView1.Rows[0].Cells[1].Value != null &&
                dataGridView1.Rows[0].Cells[2].Value != null &&
                dataGridView1.Rows[1].Cells[1].Value != null &&
                dataGridView1.Rows[1].Cells[2].Value != null)
            {
                //создать начальную популяцию
                if ((comboBox1.SelectedIndex != -1) && (comboBoxSelectParams.SelectedIndex != -1))
                {
                    int z = comboBox1.SelectedIndex;

                    obl[0, 0] = Convert.ToDouble(dataGridView1.Rows[0].Cells[1].Value);
                    obl[0, 1] = Convert.ToDouble(dataGridView1.Rows[0].Cells[2].Value);
                    obl[1, 0] = Convert.ToDouble(dataGridView1.Rows[1].Cells[1].Value);
                    obl[1, 1] = Convert.ToDouble(dataGridView1.Rows[1].Cells[2].Value);

                    population   = Convert.ToInt32(dataGridView2.Rows[0].Cells[1].Value);
                    MaxIteration = Convert.ToInt32(dataGridView2.Rows[1].Cells[1].Value);
                    Params param = (comboBoxSelectParams.SelectedIndex == 0) ? Params.Linear : Params.Quadratic;
                    alg = new Algoritm();

                    Wolf result = alg.FastStartAlg(population, MaxIteration, obl, z, param);
                    dataGridView3.Rows[0].Cells[1].Value = string.Format($"{result.coords[0]:F8}");
                    dataGridView3.Rows[1].Cells[1].Value = string.Format($"{result.coords[1]:F8}");
                    dataGridView3.Rows[2].Cells[1].Value = string.Format($"{result.fitness:F8}");
                    flag2 = true;
                    pictureBox1.Refresh();
                }
            }
            else
            {
                MessageBox.Show("Введите корректные параметры", "Ошибка при запуске алгоритма", MessageBoxButtons.OK, MessageBoxIcon.Warning);
            }
        }
Example #2
0
        private void buttonStart_Click(object sender, EventArgs e)
        {
            if (!flag)
            {
                //заполнение массива состояний
                Red[0] = true;
                for (int i = 1; i < stepsCount; i++)
                {
                    Red[i] = false;
                }

                flag = true;    //Начало работы алгоритма

                algst = new Algoritm
                {
                    MaxCount   = MaxIteration,
                    population = PopulationCount,
                    f          = z,
                    D          = obl
                };

                algst.FormingPopulation();

                algst.currentIteration = 1;                        // Счетчик итераций
                dataGridViewIterationInfo.Rows[0].Cells[1].Value = algst.currentIteration;
                dataGridViewIterationInfo.Rows[1].Cells[1].Value = algst.population;
                dataGridViewIterationInfo.Rows[2].Cells[1].Value = algst.MaxCount;
                dataGridViewIterationInfo.Refresh();
                pictureBoxDiagramm.Refresh();
                pictureBox1.Refresh();
            }
        }
Example #3
0
        private void buttonAnalysis_Click(object sender, EventArgs e)
        {
            if (dataGridView1.Rows[0].Cells[1].Value != null &&
                dataGridView1.Rows[0].Cells[2].Value != null &&
                dataGridView1.Rows[1].Cells[1].Value != null &&
                dataGridView1.Rows[1].Cells[2].Value != null)
            {
                if ((comboBox1.SelectedIndex != -1) && (comboBoxSelectParams.SelectedIndex != -1))
                {
                    obl[0, 0] = Convert.ToDouble(dataGridView1.Rows[0].Cells[1].Value);
                    obl[0, 1] = Convert.ToDouble(dataGridView1.Rows[0].Cells[2].Value);
                    obl[1, 0] = Convert.ToDouble(dataGridView1.Rows[1].Cells[1].Value);
                    obl[1, 1] = Convert.ToDouble(dataGridView1.Rows[1].Cells[2].Value);

                    List <double> averFuncDeviation = new List <double>();
                    double        minDeviation      = 0;
                    int           successCount      = 0;
                    double        eps              = Math.Max(Math.Abs(obl[0, 0] - obl[0, 1]), Math.Abs(obl[1, 0] - obl[1, 1])) / 1000f;
                    double        averDer          = 0;
                    double        normalDerivation = 0;
                    int           z = comboBox1.SelectedIndex;

                    population   = Convert.ToInt32(dataGridView2.Rows[0].Cells[1].Value);
                    MaxIteration = Convert.ToInt32(dataGridView2.Rows[1].Cells[1].Value);
                    Params param = (comboBoxSelectParams.SelectedIndex == 0) ? Params.Linear : Params.Quadratic;

                    for (int i = 0; i < 100; i++)
                    {
                        alg = new Algoritm();
                        Wolf result = alg.FastStartAlg(population, MaxIteration, obl, z, param);

                        foreach (Vector item in exactPoints)
                        {
                            if ((Math.Abs(result.coords[0] - item[0]) < eps) && (Math.Abs(result.coords[1] - item[1]) < eps))
                            {
                                successCount++;
                                break;
                            }
                        }

                        averFuncDeviation.Add(Math.Abs(result.fitness - exact));
                    }

                    double deltaSum = 0;
                    for (int i = 0; i < 100; i++)
                    {
                        deltaSum += averFuncDeviation[i];
                    }

                    averDer = deltaSum / 100f;

                    averFuncDeviation.Sort();
                    minDeviation = averFuncDeviation[0];

                    double dispersion = 0;
                    for (int i = 0; i < 100; i++)
                    {
                        dispersion += Math.Pow(averFuncDeviation[i] - averDer, 2);
                    }
                    normalDerivation = Math.Sqrt((dispersion / 100f));

                    FileStream   fs = new FileStream("protocol.txt", FileMode.Append, FileAccess.Write);
                    StreamWriter r  = new StreamWriter(fs);
                    r.Write(String.Format(@"| {0, 4}          |    {1, 6}        |      {2, 6}         |{3, 22:f6}                  |{4, 20:f6}              |{5, 20:f6}            |{6, 12}         |
|---------------+------------------+---------------------+----------------------------------------+----------------------------------+--------------------------------+---------------------|", z + 1, population, MaxIteration, averDer, minDeviation, normalDerivation, successCount));
                    r.Write("\n");
                    r.Close();
                    fs.Close();
                    Process.Start("protocol.txt");
                }
            }
            else
            {
                MessageBox.Show("Введите корректные параметры", "Ошибка при запуске алгоритма", MessageBoxButtons.OK, MessageBoxIcon.Warning);
            }
        }