diff --git a/Include/MyIncludes/RSI_Adaptive_Calculator.mqh b/Include/MyIncludes/RSI_Adaptive_Calculator.mqh new file mode 100644 index 0000000..0aabd11 --- /dev/null +++ b/Include/MyIncludes/RSI_Adaptive_Calculator.mqh @@ -0,0 +1,202 @@ +//+------------------------------------------------------------------+ +//| RSI_Adaptive_Calculator.mqh | +//| Engine for a variable-length RSI (Dynamic Momentum Index). | +//| Copyright 2025, xxxxxxxx | +//+------------------------------------------------------------------+ +#property copyright "Copyright 2025, xxxxxxxx" + +#include + +//+==================================================================+ +class CAdaptiveRSICalculator + { +protected: + int m_pivotal_period, m_vola_short, m_vola_long; + double m_price[]; + + virtual bool PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]); + +public: + CAdaptiveRSICalculator(void) {}; + virtual ~CAdaptiveRSICalculator(void) {}; + + bool Init(int pivotal_p, int vola_s, int vola_l); + void Calculate(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type, + double &rsi_buffer[]); + }; + +//+------------------------------------------------------------------+ +//| | +//+------------------------------------------------------------------+ +class CAdaptiveRSICalculator_HA : public CAdaptiveRSICalculator + { +private: + CHeikinAshi_Calculator m_ha_calculator; +protected: + virtual bool PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) override; + }; + +//+==================================================================+ +//| METHOD IMPLEMENTATIONS | +//+==================================================================+ + +//+------------------------------------------------------------------+ +//| | +//+------------------------------------------------------------------+ +bool CAdaptiveRSICalculator::Init(int pivotal_p, int vola_s, int vola_l) + { + m_pivotal_period = (pivotal_p < 2) ? 2 : pivotal_p; + m_vola_short = (vola_s < 1) ? 1 : vola_s; + m_vola_long = (vola_l <= m_vola_short) ? m_vola_short + 1 : vola_l; + return true; + } + +//+------------------------------------------------------------------+ +//| | +//+------------------------------------------------------------------+ +void CAdaptiveRSICalculator::Calculate(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type, + double &rsi_buffer[]) + { + if(rates_total <= m_vola_long + m_pivotal_period) + return; + if(!PreparePriceSeries(rates_total, price_type, open, high, low, close)) + return; + + double vola_sum[], vola_avg[], nsp_buffer[]; + ArrayResize(vola_sum, rates_total); + ArrayResize(vola_avg, rates_total); + ArrayResize(nsp_buffer, rates_total); + +//--- Step 1: Calculate Volatility Ratio and Adaptive Period (NSP) + for(int i = m_vola_short; i < rates_total; i++) + { + for(int j = 0; j < m_vola_short; j++) + vola_sum[i] += MathAbs(m_price[i-j] - m_price[i-j-1]); + } + for(int i = m_vola_short + m_vola_long - 1; i < rates_total; i++) + { + double sum_of_sums = 0; + for(int j = 0; j < m_vola_long; j++) + sum_of_sums += vola_sum[i-j]; + vola_avg[i] = sum_of_sums / m_vola_long; + + double vola_ratio = (vola_avg[i] > 0.000001) ? vola_sum[i] / vola_avg[i] : 1.0; + + int period = (int)round(m_pivotal_period / vola_ratio); + nsp_buffer[i] = fmax(2, fmin(m_pivotal_period * 2, period)); // Clamp period to a reasonable range + } + +//--- Step 2: Calculate Simple RSI using the adaptive period + for(int i = m_vola_long + m_pivotal_period; i < rates_total; i++) + { + int current_nsp = (int)nsp_buffer[i]; + if(i < current_nsp) + continue; + + double sum_pos = 0, sum_neg = 0; + for(int j = 0; j < current_nsp; j++) + { + double diff = m_price[i-j] - m_price[i-j-1]; + if(diff > 0) + sum_pos += diff; + else + sum_neg -= diff; + } + + if(sum_pos + sum_neg > 0.000001) + rsi_buffer[i] = 100.0 * sum_pos / (sum_pos + sum_neg); + else + rsi_buffer[i] = 50.0; + } + } + +//+------------------------------------------------------------------+ +//| | +//+------------------------------------------------------------------+ +bool CAdaptiveRSICalculator::PreparePriceSeries(int rates_total, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) + { + if(ArraySize(m_price) != rates_total) + if(ArrayResize(m_price, rates_total) != rates_total) + return false; + + switch(price_type) + { + case PRICE_CLOSE: + ArrayCopy(m_price, close, 0, 0, rates_total); + break; + case PRICE_OPEN: + ArrayCopy(m_price, open, 0, 0, rates_total); + break; + case PRICE_HIGH: + ArrayCopy(m_price, high, 0, 0, rates_total); + break; + case PRICE_LOW: + ArrayCopy(m_price, low, 0, 0, rates_total); + break; + case PRICE_MEDIAN: + for(int i=0; i