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波动率交易利器:三阶行情自动识别布林指标源码

  • 2026-06-18 04:51:26
波动率交易利器:三阶行情自动识别布林指标源码
大家好,我是浪哥!
我发现个事情,我们说的震荡还有趋势,很多新手朋友压根分不清。
看布林带吧,普通布林带只会画三条线,行情窄盘、趋势切换完全靠猜,来回止损心态直接崩掉。
所以今天给朋友们分享一个高阶布林带指标,彻底解决波动率判断难题!
绝大多数人使用原生布林带,只看轨道破上轨做多、破下轨做空,本质完全误区:布林带核心价值是判断市场波动率结构,而非单纯的突破信号。
市场永远只有三种状态:波动率挤压蓄力、强势单边趋势、趋势中继休整。普通布林带无法量化区分,这也是大部分人布林带策略持续亏损的根源。
而浪哥分享的这个不一样。
17种高阶平滑算法,适配全市场行情市面上普通改良布林最多只有3-4种平滑方式,这款指标原生内置17种主流均线降噪算法,包含低滞后类(HMA、零滞后EMA)、抗震荡类(中位数Median、几何平均)、回归类(LSMA、ILRS线性回归平滑)。可以根据当下市场是震荡/趋势,自由切换平滑模式,从源头过滤盘面杂波,减少假突破。
量化轨道斜率,拒绝主观盘感源码内置时间+点值双维度斜率计算公式,精准计算布林上下轨每分钟波动幅度,设置固定斜率阈值过滤弱趋势。只有轨道倾斜力度达标,才会判定为有效趋势,彻底过滤小幅震荡带来的无效信号。
三段式行情自动分区,标准化交易周期依托轨道宽度变化+轨道拐点双重判定,自动区分三类行情,全程色块填充可视化,不用肉眼比对轨道宽窄:
挤压区间:波动率历史低位,行情蓄力,空仓等待方向开口
泡泡趋势:轨道快速张口、斜率拉满,最强单边行情,持仓不动
香肠中继:趋势小幅收敛,不改原有方向,顺势加仓最优区间
自带趋势终结百分比风控内置波段波幅百分比判定,只有当前轨道宽度收缩至前一波段50%幅度,才判定趋势彻底结束,避免趋势中途小幅回调就提前离场,解决拿不住大波段的问题。
好了,如果你们还有什么不了解可以随时私信浪哥,waihuipai
#property indicator_buffers 15#property indicator_chart_window//---#property indicator_width14 2#property indicator_width15 2//---#property indicator_style1  STYLE_SOLID  //DOT  //DASH#property indicator_style2  STYLE_SOLID  //DOT  //DASH#property indicator_style3  STYLE_SOLID  //DOT  //DASH#property indicator_style4  STYLE_SOLID  //DOT  //DASH#property indicator_style5  STYLE_SOLID  //DOT  //DASH#property indicator_style6  STYLE_SOLID  //DOT  //DASH#property indicator_style7  STYLE_SOLID  //DOT  //DASH#property indicator_style8  STYLE_SOLID  //DOT  //DASH#property indicator_style9  STYLE_SOLID  //DOT  //DASH#property indicator_style10 STYLE_SOLID  //DOT  //DASH#property indicator_style11 STYLE_SOLID  //DOT  //DASH#property indicator_style12 STYLE_SOLID  //DOT  //DASH#property indicator_style13 STYLE_SOLID  //DOT  //DASH#property indicator_style14 STYLE_SOLID  //DOT  //DASH#property indicator_style15 STYLE_SOLID  //DOT  //DASH//---enum e_method{ SMA        =  1,               EMA        =  2,               Wilder     =  3,               LWMA       =  4,               SineWMA    =  5,               TriMA      =  6,               LSMA       =  7,               SMMA       =  8,               HMA        =  9,               ZeroLagEMA = 10,               ITrend     = 11,               Median     = 12,               GeoMean    = 13,               REMA       = 14,               ILRS       = 15,               IE_2       = 16,               TriMAgen   = 17             };//---extern int      Periods                 = 12;  //20;extern double   Deviation               = 2.0;input  e_method Method_to_Smooth        = Median;  //EMA;extern int      Periods_to_Smooth       = 4;  //3;extern string   Comment0                = "- Slope: Minimum Slope to Confirm Bubble (pip/minute) -";extern double   Slope                   = 0.18;extern string   Comment1                = "- Percent: To Confirm end of sausage (%) -";extern double   Percent                 = 50;  //25;extern bool     Show_BB_Middle_Line     = true;////extern double   Slope_Detection         = 0.5;////extern int      Bars_to_Calculate_Slope = 1;extern color    Color_Bands             = clrDarkGoldenrod;extern color    Color_Middle            = clrWhite;extern color    Color_Middle_Up         = clrLime;extern color    Color_Middle_Dn         = clrRed;extern color    Color_Bubble_Up         = clrDarkGreen;extern color    Color_Bubble_Down       = clrRed;extern color    Color_Sausage_Up        = clrTeal;extern color    Color_Sausage_Down      = clrMaroon;extern color    Color_Squeeze           = C'33,33,33';extern int      line_width              = 6;extern int      outer_bands_width       = 2;//---double BB_Top[];double BB_Middle[];double BB_Bottom[];//---double AVG_Top[];double AVG_Middle[];double AVG_Bottom[];//---double Middle_Up[];double Middle_Dn[];//---double Bubble_Up_min[];  double Bubble_Up_max[];double Bubble_Dn_min[];  double Bubble_Dn_max[];double Sausage_Up_min[]; double Sausage_Up_max[];double Sausage_Dn_min[]; double Sausage_Dn_max[];double Squeeze_min[];    double Squeeze_max[];//---double Signal_AVG_Top[];double Signal_AVG_Bottom[];//---bool StartBubbleUp  = falsebool StopBubbleUp   = false;bool StartBubbleDn  = false;bool StopBubbleDn   = false;bool StartSausageUp = false;bool StartSausageDn = false;//---int init(){   IndicatorShortName("BB Analyzer");   IndicatorBuffers(20);   if (Show_BB_Middle_Line) int Middle_Draw = DRAW_LINE; else Middle_Draw = DRAW_NONE;   SetIndexStyle(0,DRAW_HISTOGRAM, EMPTY, line_width, Color_Sausage_Up);   SetIndexBuffer(0,Sausage_Up_min);   SetIndexLabel(0,"Sausage Up");   SetIndexStyle(1,DRAW_HISTOGRAM, EMPTY, line_width, Color_Sausage_Up);   SetIndexBuffer(1,Sausage_Up_max);   SetIndexLabel(1,"Sausage Up");   SetIndexStyle(2,DRAW_HISTOGRAM, EMPTY, line_width, Color_Sausage_Down);   SetIndexBuffer(2,Sausage_Dn_min);   SetIndexLabel(2,"Sausage Down");   SetIndexStyle(3,DRAW_HISTOGRAM, EMPTY, line_width, Color_Sausage_Down);   SetIndexBuffer(3,Sausage_Dn_max);   SetIndexLabel(3,"Sausage Down");   SetIndexStyle(4,DRAW_HISTOGRAM, EMPTY, line_width, Color_Bubble_Up);   SetIndexBuffer(4,Bubble_Up_min);   SetIndexLabel(4,"Bubble Up");   SetIndexStyle(5,DRAW_HISTOGRAM, EMPTY, line_width, Color_Bubble_Up);   SetIndexBuffer(5,Bubble_Up_max);   SetIndexLabel(5,"Bubble Up");   SetIndexStyle(6,DRAW_HISTOGRAM, EMPTY, line_width, Color_Bubble_Down);   SetIndexBuffer(6,Bubble_Dn_min);   SetIndexLabel(6,"Bubble Down");   SetIndexStyle(7,DRAW_HISTOGRAM, EMPTY, line_width, Color_Bubble_Down);   SetIndexBuffer(7,Bubble_Dn_max);   SetIndexLabel(7,"Bubble Down");   SetIndexStyle(8,DRAW_HISTOGRAM, EMPTY, line_width, Color_Squeeze);   SetIndexBuffer(8,Squeeze_min);   SetIndexLabel(8,"Squeeze");   SetIndexStyle(9,DRAW_HISTOGRAM, EMPTY, line_width, Color_Squeeze);   SetIndexBuffer(9,Squeeze_max);   SetIndexLabel(9,"Squeeze");   SetIndexBuffer(10,AVG_Top);   SetIndexStyle(10,DRAW_LINE,EMPTY,outer_bands_width,Color_Bands);   SetIndexLabel(10,"BB Top");   SetIndexBuffer(11,AVG_Bottom);   SetIndexStyle(11,DRAW_LINE,EMPTY,outer_bands_width,Color_Bands);   SetIndexLabel(11,"BB Bottom");   SetIndexBuffer(12,AVG_Middle);   SetIndexStyle(12,DRAW_LINE,EMPTY,EMPTY,Color_Middle);   SetIndexLabel(12,"BB Middle");   SetIndexBuffer(13,Middle_Up);   SetIndexStyle(13,Middle_Draw,EMPTY,EMPTY,Color_Middle_Up);   SetIndexLabel(13,"BB Middle Up");   SetIndexBuffer(14,Middle_Dn);   SetIndexStyle(14,Middle_Draw,EMPTY,EMPTY,Color_Middle_Dn);   SetIndexLabel(14,"BB Middle Down");   SetIndexBuffer(15,BB_Top);   SetIndexBuffer(16,BB_Middle);   SetIndexBuffer(17,BB_Bottom);   SetIndexBuffer(18,Signal_AVG_Top);   SetIndexBuffer(19,Signal_AVG_Bottom);   return(0);}//---int start(){   int i;   int counted_bars=IndicatorCounted();   int limit = Bars-counted_bars-1;   double EcartConfirmBubbleUp, EcartConfirmBubbleDn, EcartBubble;   double pipSize = MarketInfo(Symbol(),MODE_POINT);   if (MarketInfo("EURUSD",MODE_DIGITS)==5) pipSize=pipSize*10// I take the EURUSD as an example to check if it is 5 digits instead of 4, if so, I multiply it by 10   for(i=limit; i>=0; i--){      BB_Top[i]    = iBands(NULL,0,Periods,Deviation,0,PRICE_CLOSE,MODE_UPPER,i);      BB_Middle[i] = iBands(NULL,0,Periods,Deviation,0,PRICE_CLOSE,MODE_MAIN,i);      BB_Bottom[i] = iBands(NULL,0,Periods,Deviation,0,PRICE_CLOSE,MODE_LOWER,i);      switch(Method_to_Smooth){         case 1 :            AVG_Top[i] = SMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = SMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = SMA(BB_Bottom,Periods_to_Smooth,i);            break;         case 2 :            AVG_Top[i] = EMA(BB_Top[i],AVG_Top[i+1],Periods_to_Smooth,i);            AVG_Middle[i] = EMA(BB_Middle[i],AVG_Middle[i+1],Periods_to_Smooth,i);            AVG_Bottom[i] = EMA(BB_Bottom[i],AVG_Bottom[i+1],Periods_to_Smooth,i);            break;         case 3 :            AVG_Top[i] = Wilder(BB_Top[i],AVG_Top[i+1],Periods_to_Smooth,i);            AVG_Middle[i] = Wilder(BB_Middle[i],AVG_Middle[i+1],Periods_to_Smooth,i);            AVG_Bottom[i] = Wilder(BB_Bottom[i],AVG_Bottom[i+1],Periods_to_Smooth,i);            break;           case 4 :            AVG_Top[i] = LWMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = LWMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = LWMA(BB_Bottom,Periods_to_Smooth,i);            break;         case 5 :            AVG_Top[i] = SineWMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = SineWMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = SineWMA(BB_Bottom,Periods_to_Smooth,i);            break;         case 6 :            AVG_Top[i] = TriMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = TriMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = TriMA(BB_Bottom,Periods_to_Smooth,i);            break;         case 7 :            AVG_Top[i] = LSMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = LSMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = LSMA(BB_Bottom,Periods_to_Smooth,i);            break;         case 8 :            AVG_Top[i] = SMMA(BB_Top,AVG_Top[i+1],Periods_to_Smooth,i);            AVG_Middle[i] = SMMA(BB_Middle,AVG_Middle[i+1],Periods_to_Smooth,i);            AVG_Bottom[i] = SMMA(BB_Bottom,AVG_Bottom[i+1],Periods_to_Smooth,i);            break;         case 9 :            AVG_Top[i] = HMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = HMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = HMA(BB_Bottom,Periods_to_Smooth,i);            break;         case 10:            AVG_Top[i] = ZeroLagEMA(BB_Top,AVG_Top[i+1],Periods_to_Smooth,i);            AVG_Middle[i] = ZeroLagEMA(BB_Middle,AVG_Middle[i+1],Periods_to_Smooth,i);            AVG_Bottom[i] = ZeroLagEMA(BB_Bottom,AVG_Bottom[i+1],Periods_to_Smooth,i);            break;         case 11:            AVG_Top[i] = ITrend(BB_Top,AVG_Top,Periods_to_Smooth,i);            AVG_Middle[i] = ITrend(BB_Middle,AVG_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = ITrend(BB_Bottom,AVG_Bottom,Periods_to_Smooth,i);            break;         case 12:            AVG_Top[i] = Median(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = Median(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = Median(BB_Bottom,Periods_to_Smooth,i);            break;         case 13:            AVG_Top[i] = GeoMean(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = GeoMean(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = GeoMean(BB_Bottom,Periods_to_Smooth,i);            break;         case 14:            AVG_Top[i] = REMA(BB_Top[i],AVG_Top,Periods_to_Smooth,0.5,i);            AVG_Middle[i] = REMA(BB_Middle[i],AVG_Middle,Periods_to_Smooth,0.5,i);            AVG_Bottom[i] = REMA(BB_Bottom[i],AVG_Bottom,Periods_to_Smooth,0.5,i);            break;         case 15:            AVG_Top[i] = ILRS(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = ILRS(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = ILRS(BB_Bottom,Periods_to_Smooth,i);            break;         case 16:            AVG_Top[i] = IE2(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = IE2(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = IE2(BB_Bottom,Periods_to_Smooth,i);            break;         case 17:            AVG_Top[i] = TriMA_gen(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = TriMA_gen(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = TriMA_gen(BB_Bottom,Periods_to_Smooth,i);            break;         default:            AVG_Top[i] = SMA(BB_Top,Periods_to_Smooth,i);            AVG_Middle[i] = SMA(BB_Middle,Periods_to_Smooth,i);            AVG_Bottom[i] = SMA(BB_Bottom,Periods_to_Smooth,i);            break;      }      if (AVG_Middle[i] > AVG_Middle[i+1]) Middle_Up[i] = AVG_Middle[i];      if (AVG_Middle[i] < AVG_Middle[i+1]) Middle_Dn[i] = AVG_Middle[i];      EcartConfirmBubbleUp = (AVG_Top[i]     - AVG_Top[i+1] ) / (pipSize*1440*((iTime(NULL,Period(),i)*1.0) - (iTime(NULL,Period(),i+1)*1.0))/(3600*24));      EcartConfirmBubbleDn = (AVG_Bottom[i+1]- AVG_Bottom[i]) / (pipSize*1440*((iTime(NULL,Period(),i)*1.0) - (iTime(NULL,Period(),i+1)*1.0))/(3600*24));      // Calculation of slope change of AVG Top      Signal_AVG_Top[i] = Signal_AVG_Top[i+1];      // Signal AVG Top Up      if (AVG_Top[i+2] >= AVG_Top[i+1] && AVG_Top[i+1] < AVG_Top[i]){         Signal_AVG_Top[i]=1.0;      }      // Signal AVG Top Dn      else if (AVG_Top[i+2] <= AVG_Top[i+1] && AVG_Top[i+1] > AVG_Top[i]){         Signal_AVG_Top[i]=-1.0;      }      // Calculation of slope change of AVG Bottom             Signal_AVG_Bottom[i] = Signal_AVG_Bottom[i+1];      // Signal AVG Bottom Up      if (AVG_Bottom[i+2] >= AVG_Bottom[i+1] && AVG_Bottom[i+1] < AVG_Bottom[i]){         Signal_AVG_Bottom[i]=1.0;      }      // Signal AVG Bottom Dn      else if (AVG_Bottom[i+2] <= AVG_Bottom[i+1] && AVG_Bottom[i+1] > AVG_Bottom[i]){         Signal_AVG_Bottom[i]=-1.0;      }      // ConditionStartBubbleUp      if (Signal_AVG_Top[i]==1.0 && Signal_AVG_Bottom[i]==-1.0 && StartBubbleUp == false  && Close[i] >= AVG_Top[i] && EcartConfirmBubbleUp >= Slope){         if (StartSausageUp == false){ // new bubbleUp            StartBubbleUp = true            StopBubbleUp = false;            StartBubbleDn = false;            StopBubbleDn = false;            StartSausageUp = false;            StartSausageDn = false;         }         else// bubbleUp in sausageUp -> sausageUp            StartBubbleUp = false            StopBubbleUp = false;            StartBubbleDn = false;            StopBubbleDn = false;            StartSausageUp = true;            StartSausageDn = false;         }      }      // ConditionStartBubbleDn       if (Signal_AVG_Top[i]==1.0 && Signal_AVG_Bottom[i]==-1.0 && StartBubbleDn == false  && Close[i] <= AVG_Bottom[i] && EcartConfirmBubbleDn >= Slope){         if (StartSausageDn == false){ // new bubbleDn            StartBubbleUp = false            StopBubbleUp = false;            StartBubbleDn = true;            StopBubbleDn = false;            StartSausageUp = false;            StartSausageDn = false;         }         else// bubbleDn in sausageDn -> sausageDn            StartBubbleUp = false            StopBubbleUp = false;            StartBubbleDn = false;            StopBubbleDn = false;            StartSausageUp = false;            StartSausageDn = true;         }      }      // ConditionStopBubbleUp       if (StartBubbleUp == true && Signal_AVG_Top[i]==1.0 && Signal_AVG_Bottom[i]==1.0){         EcartBubble = AVG_Top[i]-AVG_Bottom[i];                     StartBubbleUp = false         StopBubbleUp = true;         StartBubbleDn = false;         StopBubbleDn = false;         StartSausageUp = false;         StartSausageDn = false;      }      // ConditionStopBubbleDn       if (StartBubbleDn == true && Signal_AVG_Top[i]==-1.0 && Signal_AVG_Bottom[i]==-1.0){         EcartBubble = AVG_Top[i]-AVG_Bottom[i];         StartBubbleUp = false         StopBubbleUp = false;         StartBubbleDn = false;         StopBubbleDn = true;            StartSausageUp = false;         StartSausageDn = false;      }      // ConditionStartSausageUp       if (StopBubbleUp == true && Signal_AVG_Top[i]==1.0 && Signal_AVG_Bottom[i]==1.0){         StartBubbleUp = false         StopBubbleUp = false;         StartBubbleDn = false;         StopBubbleDn = false;         StartSausageUp = true;         StartSausageDn = false;      }      // ConditionStartSausageDn       if (StopBubbleDn == true && Signal_AVG_Top[i]==-1.0 && Signal_AVG_Bottom[i]==-1.0){         StartBubbleUp = false         StopBubbleUp = false;         StartBubbleDn = false;         StopBubbleDn = false;         StartSausageUp = false;         StartSausageDn = true;      }      // ConditionStopSausageUp       if (StartSausageUp == true){         // bottleneck, go to squeeze         if (Signal_AVG_Top[i]==-1 && Signal_AVG_Bottom[i]==1.0 && (EcartBubble*Percent)/100 >= (AVG_Top[i]-AVG_Bottom[i])){            StartBubbleUp = false            StopBubbleUp = false;            StartBubbleDn = false;            StopBubbleDn = false;            StartSausageUp = false;            StartSausageDn = false;         }      }      // ConditionStopSausageDn       if (StartSausageDn == true){         // bottleneck, go to squeeze         if (Signal_AVG_Top[i]==-1 && Signal_AVG_Bottom[i]==1.0 && (EcartBubble*Percent)/100 >= (AVG_Top[i]-AVG_Bottom[i])){         StartBubbleUp = false         StopBubbleUp = false;         StartBubbleDn = false;         StopBubbleDn = false;         StartSausageUp = false;         StartSausageDn = false;         }      }       if ((StartBubbleUp == true || StartSausageUp == true) && AVG_Middle[i+1] > AVG_Middle[i]){         StartBubbleUp = false         StopBubbleUp = false;         StartBubbleDn = false;         StopBubbleDn = false;         StartSausageUp = false;         StartSausageDn = false;      }       if ((StartBubbleDn == true || StartSausageDn == true) && AVG_Middle[i+1] < AVG_Middle[i]){         StartBubbleUp = false         StopBubbleUp = false;         StartBubbleDn = false;         StopBubbleDn = false;         StartSausageUp = false;         StartSausageDn = false;      }      if (StartBubbleUp){         Bubble_Up_max[i] = AVG_Top[i];         Bubble_Up_min[i] = AVG_Bottom[i];      }      else if (StartBubbleDn){         Bubble_Dn_max[i] = AVG_Top[i];         Bubble_Dn_min[i] = AVG_Bottom[i];      }      else if (StartSausageUp){         Sausage_Up_max[i] = AVG_Top[i];         Sausage_Up_min[i] = AVG_Bottom[i];      }      else if (StartSausageDn){         Sausage_Dn_max[i] = AVG_Top[i];         Sausage_Dn_min[i] = AVG_Bottom[i];      }      else{         Squeeze_max[i] = AVG_Top[i];         Squeeze_min[i] = AVG_Bottom[i];      }   }   //double eup = (AVG_Top[9]     - AVG_Top[10] ) / (pipSize*1440*((iTime(NULL,Period(),9)*1.0) - (iTime(NULL,Period(),10)*1.0))/(3600*24));   //double edn = (AVG_Bottom[10]- AVG_Bottom[9]) / (pipSize*1440*((iTime(NULL,Period(),9)*1.0) - (iTime(NULL,Period(),10)*1.0))/(3600*24));   //Comment("High: "+High[9]+" eBubleUp: "+eup+" eBubleDn: "+edn+" SignalTop: "+Signal_AVG_Top[9]+" SignalBot: "+Signal_AVG_Bottom[9]);//----   return(0);}//---string TFToStr(int tf)   {   if (tf == 0)        tf = Period();  if (tf >= 43200)    return("MN");  if (tf >= 10080)    return("W1");  if (tf >=  1440)    return("D1");  if (tf >=   240)    return("H4");  if (tf >=    60)    return("H1");  if (tf >=    30)    return("M30");  if (tf >=    15)    return("M15");  if (tf >=     5)    return("M5");  if (tf >=     1)    return("M1");  return("");}//---double SMA(double &array[],int per,int bar){   double Sum = 0;   for(int i = 0;i < per;i++) Sum += array[bar+i];   return(Sum/per);}                double EMA(double price,double prev,int per,int bar){   if(bar >= Bars - 2)      double ema = price;   else       ema = prev + 2.0/(1+per)*(price - prev);    return(ema);}double Wilder(double price,double prev,int per,int bar){   if(bar >= Bars - 2)      double wilder = price;   else       wilder = prev + (price - prev)/per;    return(wilder);}double LWMA(double &array[],int per,int bar){   double Sum = 0;   double Weight = 0;   for(int i = 0;i < per;i++){       Weight+= (per - i);      Sum += array[bar+i]*(per - i);   }   if(Weight>0)      double lwma = Sum/Weight;   else      lwma = 0   return(lwma);double SineWMA(double &array[],int per,int bar){   double pi = 3.1415926535;   double Sum = 0;   double Weight = 0;   for(int i = 0;i < per;i++){       Weight+= MathSin(pi*(i+1)/(per+1));      Sum += array[bar+i]*MathSin(pi*(i+1)/(per+1));    }   if(Weight>0)      double swma = Sum/Weight;   else      swma = 0   return(swma);}double TriMA(double &array[],int per,int bar){   double sma;   int len = MathCeil((per+1)*0.5);   double sum=0;   for(int i = 0;i < len;i++) {      sma = SMA(array,len,bar+i);      sum += sma;   }    double trima = sum/len;   return(trima);}double LSMA(double &array[],int per,int bar){      double Sum=0;   for(int i=per; i>=1; i--) Sum += (i-(per+1)/3.0)*array[bar+per-i];   double lsma = Sum*6/(per*(per+1));   return(lsma);}double SMMA(double &array[],double prev,int per,int bar){   if(bar == Bars - per)      double smma = SMA(array,per,bar);   else if(bar < Bars - per){      double Sum = 0;      for(int i = 0;i < per;i++) Sum += array[bar+i+1];      smma = (Sum - prev + array[bar])/per;   }   return(smma);}                double HMA(double &array[],int per,int bar){   double tmp1[];   int len = MathSqrt(per);   ArrayResize(tmp1,len);   if(bar == Bars - per)      double hma = array[bar];    else if(bar < Bars - per){      for(int i=0;i<len;i++) tmp1[i] = 2*LWMA(array,per/2,bar+i) - LWMA(array,per,bar+i);        hma = LWMA(tmp1,len,0);    }     return(hma);}double ZeroLagEMA(double &price[],double prev,int per,int bar){   double alfa = 2.0/(1+per);    int lag = 0.5*(per - 1);    if(bar >= Bars - lag)      double zema = price[bar];   else       zema = alfa*(2*price[bar] - price[bar+lag]) + (1-alfa)*prev;   return(zema);}double ITrend(double &price[],double &array[],int per,int bar){   double alfa = 2.0/(per+1);   if (bar < Bars - 7)      double it = (alfa - 0.25*alfa*alfa)*price[bar] + 0.5*alfa*alfa*price[bar+1] - (alfa - 0.75*alfa*alfa)*price[bar+2] + 2*(1-alfa)*array[bar+1] - (1-alfa)*(1-alfa)*array[bar+2];   else      it = (price[bar] + 2*price[bar+1] + price[bar+2])/4;   return(it);}double Median(double &price[],int per,int bar){   double array[];   ArrayResize(array,per);   for(int i = 0; i < per;i++) array[i] = price[bar+i];   ArraySort(array);   int num = MathRound((per-1)/2);    if(MathMod(per,2) > 0double median = array[num]; else median = 0.5*(array[num]+array[num+1]);   return(median); }double GeoMean(double &price[],int per,int bar){   if(bar < Bars - per){       double gmean = MathPow(price[bar],1.0/per);       for(int i = 1; i < per;i++) gmean *= MathPow(price[bar+i],1.0/per);    }      return(gmean);}double REMA(double price,double &array[],int per,double lambda,int bar){   double alpha =  2.0/(per + 1);   if(bar >= Bars - 3)      double rema = price;   else       rema = (array[bar+1]*(1+2*lambda) + alpha*(price - array[bar+1]) - lambda*array[bar+2])/(1+lambda);       return(rema);}double ILRS(double &price[],int per,int bar){   double sum = per*(per-1)*0.5;   double sum2 = (per-1)*per*(2*per-1)/6.0;   double sum1 = 0;   double sumy = 0;   for(int i=0;i<per;i++){       sum1 += i*price[bar+i];      sumy += price[bar+i];   }   double num1 = per*sum1 - sum*sumy;   double num2 = sum*sum - per*sum2;   if(num2 != 0double slope = num1/num2; else slope = 0   double ilrs = slope + SMA(price,per,bar);   return(ilrs);}double IE2(double &price[],int per,int bar){   double ie = 0.5*(ILRS(price,per,bar) + LSMA(price,per,bar));   return(ie); }double TriMA_gen(double &array[],int per,int bar){   int len1 = MathFloor((per+1)*0.5);   int len2 = MathCeil((per+1)*0.5);   double sum=0;   for(int i = 0;i < len2;i++) sum += SMA(array,len1,bar+i);   double trimagen = sum/len2;   return(trimagen);} 由于时间有限加上对源码的追溯做不到最终解释权,所以我们提供的源码EA仅仅只能用来做模拟测试使用,严格禁止商业使用和跑实盘!

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  1. 请求信息 : 2026-06-18 14:36:43 HTTP/2.0 GET : https://mffb.com.cn/a/554663.html
  2. 运行时间 : 0.110108s [ 吞吐率:9.08req/s ] 内存消耗:4,579.30kb 文件加载:140
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=37e5ef8d143fb6f0a29edcb4f2386cb6
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  1. CONNECT:[ UseTime:0.000455s ] mysql:host=127.0.0.1;port=3306;dbname=no_mfffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000643s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000863s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000280s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000501s ]
  6. SELECT * FROM `set` [ RunTime:0.000207s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000485s ]
  8. SELECT * FROM `article` WHERE `id` = 554663 LIMIT 1 [ RunTime:0.001688s ]
  9. UPDATE `article` SET `lasttime` = 1781764603 WHERE `id` = 554663 [ RunTime:0.005688s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.004308s ]
  11. SELECT * FROM `article` WHERE `id` < 554663 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000674s ]
  12. SELECT * FROM `article` WHERE `id` > 554663 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000356s ]
  13. SELECT * FROM `article` WHERE `id` < 554663 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.006924s ]
  14. SELECT * FROM `article` WHERE `id` < 554663 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.008311s ]
  15. SELECT * FROM `article` WHERE `id` < 554663 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.008174s ]
0.112393s