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//+------------------------------------------------------------------+
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//| Inverse_Fisher_RSI_Calculator.mqh |
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//| Calculation engine for the Inverse Fisher Transform of RSI. |
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//| Copyright 2025, xxxxxxxx |
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//+------------------------------------------------------------------+
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#property copyright "Copyright 2025, xxxxxxxx"
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#include <MyIncludes\HeikinAshi_Tools.mqh>
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//+==================================================================+
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//| |
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//| CLASS 1: CInverseFisherRSICalculator (Base) |
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//| |
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//+==================================================================+
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class CInverseFisherRSICalculator
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{
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protected:
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int m_rsi_period;
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int m_wma_period;
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double m_price[];
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virtual bool PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]);
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public:
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CInverseFisherRSICalculator(void) {};
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virtual ~CInverseFisherRSICalculator(void) {};
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bool Init(int rsi_period, int wma_period);
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void Calculate(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[],
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double &ifish_buffer[]);
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};
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//+------------------------------------------------------------------+
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bool CInverseFisherRSICalculator::Init(int rsi_period, int wma_period)
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{
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m_rsi_period = (rsi_period < 2) ? 2 : rsi_period;
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m_wma_period = (wma_period < 1) ? 1 : wma_period;
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return true;
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}
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//+------------------------------------------------------------------+
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void CInverseFisherRSICalculator::Calculate(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[],
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double &ifish_buffer[])
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{
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if(rates_total < m_rsi_period + m_wma_period)
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return;
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if(!PreparePriceSeries(rates_total, price_type, open, high, low, close))
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return;
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double rsi_buffer[], value1[], value2[];
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ArrayResize(rsi_buffer, rates_total);
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ArrayResize(value1, rates_total);
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ArrayResize(value2, rates_total);
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// Step 1: Calculate RSI (Wilder's method)
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double sum_pos = 0, sum_neg = 0;
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for(int i = 1; i < rates_total; i++)
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{
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double diff = m_price[i] - m_price[i-1];
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sum_pos = (sum_pos * (m_rsi_period - 1) + (diff > 0 ? diff : 0)) / m_rsi_period;
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sum_neg = (sum_neg * (m_rsi_period - 1) + (diff < 0 ? -diff : 0)) / m_rsi_period;
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if(i >= m_rsi_period)
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{
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if(sum_neg > 0)
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rsi_buffer[i] = 100.0 - (100.0 / (1.0 + (sum_pos / sum_neg)));
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else
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rsi_buffer[i] = 100.0;
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}
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}
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// Step 2 & 3: Scale and Smooth with WMA
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for(int i = m_rsi_period - 1; i < rates_total; i++)
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{
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// Scale RSI from 0..100 to -5..+5
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value1[i] = 0.1 * (rsi_buffer[i] - 50.0);
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// Smooth with WMA
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if(i >= m_rsi_period - 1 + m_wma_period - 1)
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{
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double wma_sum = 0;
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double weight_sum = 0;
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for(int j = 0; j < m_wma_period; j++)
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{
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int weight = m_wma_period - j;
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wma_sum += value1[i-j] * weight;
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weight_sum += weight;
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}
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if(weight_sum > 0)
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value2[i] = wma_sum / weight_sum;
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}
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}
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// Step 4: Apply Inverse Fisher Transform
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for(int i = m_rsi_period - 1 + m_wma_period - 1; i < rates_total; i++)
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{
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ifish_buffer[i] = (exp(2.0 * value2[i]) - 1.0) / (exp(2.0 * value2[i]) + 1.0);
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}
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}
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//+------------------------------------------------------------------+
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bool CInverseFisherRSICalculator::PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[])
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{
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ArrayResize(m_price, rates_total);
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ArrayCopy(m_price, close, 0, 0, rates_total); // Ehlers' example uses Close for RSI
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return true;
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}
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//+==================================================================+
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class CInverseFisherRSICalculator_HA : public CInverseFisherRSICalculator
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{
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private:
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CHeikinAshi_Calculator m_ha_calculator;
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protected:
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virtual bool PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) override;
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};
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//+------------------------------------------------------------------+
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bool CInverseFisherRSICalculator_HA::PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[])
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{
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double ha_open[], ha_high[], ha_low[], ha_close[];
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ArrayResize(ha_open, rates_total);
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ArrayResize(ha_high, rates_total);
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ArrayResize(ha_low, rates_total);
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ArrayResize(ha_close, rates_total);
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m_ha_calculator.Calculate(rates_total, open, high, low, close, ha_open, ha_high, ha_low, ha_close);
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ArrayResize(m_price, rates_total);
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ArrayCopy(m_price, ha_close, 0, 0, rates_total);
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return true;
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}
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//+------------------------------------------------------------------+
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//+------------------------------------------------------------------+
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