1 | using System;
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2 | using System.Collections.Generic;
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3 | using System.Linq;
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4 | using System.Text;
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5 | using HeuristicLab.Problems.DataAnalysis;
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6 | using HeuristicLab.Core;
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7 | using HeuristicLab.Data;
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8 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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9 |
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10 | namespace HeuristicLab.Problems.TradeRules
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11 | {
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12 | class OnlineTradeRulesCalculator
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13 | {
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14 | private static int numberTrades;
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15 | private static int tradeDays;
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16 | private static int totalTradeDays;
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17 |
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18 | public static double Calculate(IEnumerable<double> estimatedValues, IRegressionProblemData problemData, IEnumerable<int> rows)
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19 | {
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20 | double[] arrayOpen = problemData.Dataset.GetDoubleValues("\"Open\"").ToArray(); //Array with all Open prices
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21 | int[] tick = rows.ToArray();
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22 | double[] arrayIO = estimatedValues.ToArray();
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23 | double[] arrayDate = problemData.Dataset.GetDoubleValues("\"Date\"").ToArray(); //Array with all dates
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24 |
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25 | const double COMISSION = 0.25;
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26 | const double EAR = 5.00; //Effective Anual Rate
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27 | const double CASHINI = 10000.00;
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28 | int tickIni = tick[0];
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29 | int tickEnd = tick[tick.Length-1];
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30 | const double DAYSYEAR = 365.00;
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31 |
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32 | double DayRat = 0.0; //One day interest
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33 | double interest = 0.0; // Interest for one day
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34 | int nDias1 = 0;
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35 | int nDias2 = 0;
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36 | int dayBefore=0;
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37 | int yesterday=0;
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38 |
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39 | int actualRow = 0;
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40 | int nData = tick.Length;
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41 |
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42 | bool intoMarket = false;//Equivalent to be into the market
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43 | numberTrades = 0;
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44 | tradeDays = 0;
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45 | totalTradeDays = 0;
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46 | double buyPrice = 0.0;
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47 | double sellPrice = 0.0;
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48 | int nShares = 0;
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49 |
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50 | double cash = CASHINI;
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51 | double expend = 0.0;
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52 | double profitTrade = 0.0;
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53 | double charged = 0.0;
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54 |
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55 | double [] equity = new double [nData];
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56 | DayRat = DAYSYEAR * (Math.Pow((1.0 + (EAR/100)), (1.0/ DAYSYEAR)) - 1.0);
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57 |
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58 | //First Day
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59 | equity[0] = CASHINI;
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60 | actualRow++;
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61 | nDias2 = Convert.ToInt32(arrayDate[tick[1]] - arrayDate[tick[0]]);
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62 | //Second day in the marquet. -----------------------------------------
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63 | cash = CASHINI * Math.Pow((1.0 + DayRat / DAYSYEAR), nDias2);
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64 | equity[1] = cash;
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65 | nDias2 = Convert.ToInt32(arrayDate[tick[2]] - arrayDate[tick[1]]);
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66 | interest = cash * Math.Pow((1.0 + DayRat / DAYSYEAR), nDias2) - cash;
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67 | dayBefore = Convert.ToInt32(arrayIO[0]);
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68 | yesterday = Convert.ToInt32(arrayIO[1]);
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69 | //Earnings computation -----------------------------------------------
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70 | actualRow = 2;
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71 |
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72 | while (actualRow<(nData-1))
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73 | {
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74 | if (!intoMarket)
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75 | {
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76 | if (dayBefore == -1 && yesterday == 1)
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77 | {
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78 | intoMarket = true;
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79 | buyPrice = arrayOpen[tick[actualRow]];
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80 | totalTradeDays++; numberTrades++; tradeDays=1; //Increasing trading variables
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81 | nShares = Convert.ToInt32(Math.Floor(cash / (buyPrice * (1.0 + COMISSION / 100))));
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82 | expend = buyPrice * nShares * (1.0 + COMISSION / 100);
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83 | cash = cash + interest - expend;
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84 | equity[actualRow] = cash + nShares * (buyPrice * (1.0 - COMISSION / 100));
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85 | }
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86 | else //Dia normal fuera del mercado
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87 | {
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88 | cash = cash + interest;
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89 | equity[actualRow] = cash;
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90 | }
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91 | }
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92 | else if (dayBefore == 1 && yesterday == -1)
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93 | {
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94 | intoMarket = false;
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95 | sellPrice = Convert.ToDouble(arrayOpen[tick[actualRow]]);
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96 | profitTrade = profitTrade + sellPrice - buyPrice;
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97 | charged = nShares * sellPrice * (1.0 - COMISSION / 100);
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98 | cash = cash + interest + charged;
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99 | equity[actualRow] = cash;
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100 | nShares = 0;
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101 | totalTradeDays = totalTradeDays + nDias1 - 1;
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102 | tradeDays = tradeDays + nDias1 - 1;
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103 | tradeDays = 0;
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104 | }
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105 | else
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106 | {
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107 | totalTradeDays = totalTradeDays + nDias1;
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108 | tradeDays = tradeDays + nDias1;
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109 | cash = cash + interest;
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110 | equity[actualRow] = cash + nShares * arrayOpen[tick[actualRow]] * (1.0 - COMISSION / 100);
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111 |
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112 | }
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113 |
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114 | nDias2 = Convert.ToInt32(arrayDate[tick[(actualRow + 1)]] - arrayDate[tick[actualRow]]);
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115 | interest = cash * Math.Pow((1.0 + DayRat / DAYSYEAR), nDias2) - cash;
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116 | actualRow++;
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117 | nDias1 = nDias2;
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118 | dayBefore = Convert.ToInt32(arrayIO[(actualRow - 2)]);
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119 | yesterday = Convert.ToInt32(arrayIO[(actualRow - 1)]);
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120 |
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121 | }
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122 | if (intoMarket)
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123 | {
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124 | intoMarket = false;
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125 | sellPrice = Convert.ToDouble(arrayOpen[tick[actualRow]]);
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126 | profitTrade = profitTrade + sellPrice - buyPrice;
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127 | charged = nShares * sellPrice * (1.0 - COMISSION / 100);
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128 | cash = cash + interest + charged;
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129 | equity[actualRow] = cash;
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130 | nShares = 0;
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131 | totalTradeDays = totalTradeDays + nDias1 - 1;
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132 | tradeDays = tradeDays + nDias1 - 1;
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133 | }
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134 | else
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135 | {
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136 | cash = cash + interest;
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137 | equity[actualRow] = cash;
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138 | }
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139 |
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140 | return cash;
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141 | }
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142 |
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143 | public static int getNumberTrades()
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144 | {
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145 | return numberTrades;
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146 | }
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147 | public static int getTradeDays()
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148 | {
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149 | return tradeDays;
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150 | }
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151 | public static int getTotalTradesDays()
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152 | {
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153 | return totalTradeDays;
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154 | }
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155 | }
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156 | }
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