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Holt_double_exponential_smoothing_2.2
//------------------------------------------------------------------
#property copyright "© mladen, 2016, MetaQuotes Software Corp."
#property link "www.forex-tsd.com, www.mql5.com"
//------------------------------------------------------------------
#property indicator_chart_window
#property indicator_buffers 4
#property indicator_color1 clrLimeGreen
#property indicator_color2 clrOrange
#property indicator_color3 clrOrange
#property indicator_color4 clrRed
#property indicator_width1 3
#property indicator_width2 3
#property indicator_width3 3
#property indicator_style4 STYLE_DOT
#property strict
//
//
//
//
//
enum enPrices
{
pr_close, // Close
pr_open, // Open
pr_high, // High
pr_low, // Low
pr_median, // Median
pr_typical, // Typical
pr_weighted, // Weighted
pr_average, // Average (high+low+open+close)/4
pr_medianb, // Average median body (open+close)/2
pr_tbiased, // Trend biased price
pr_tbiased2, // Trend biased (extreme) price
pr_haclose, // Heiken ashi close
pr_haopen , // Heiken ashi open
pr_hahigh, // Heiken ashi high
pr_halow, // Heiken ashi low
pr_hamedian, // Heiken ashi median
pr_hatypical, // Heiken ashi typical
pr_haweighted, // Heiken ashi weighted
pr_haaverage, // Heiken ashi average
pr_hamedianb, // Heiken ashi median body
pr_hatbiased, // Heiken ashi trend biased price
pr_hatbiased2 // Heiken ashi trend biased (extreme) price
};
extern double estimatePeriod = 14.33; // Estimate period
extern double trendPeriod = 10; // Trend period
extern enPrices Price = pr_close; // Price
extern int ForecastBars = 15; // Forecast bars (horizon)
input bool AlertsOn = false; // Turn alerts on?
input bool AlertsOnCurrent = true; // Alert on current bar?
input bool AlertsMessage = true; // Display messageas on alerts?
input bool AlertsSound = false; // Play sound on alerts?
input bool AlertsEmail = false; // Send email on alerts?
input bool AlertsNotify = false; // Send push notification on alerts?
double emaBuffer[],emaBufferda[],emaBufferdb[],wrkBuffer[],forecast[],slope[];
//------------------------------------------------------------------
//
//------------------------------------------------------------------
//
//
//
//
//
int OnInit()
{
IndicatorBuffers(6);
SetIndexBuffer(0,emaBuffer);
SetIndexBuffer(1,emaBufferda);
SetIndexBuffer(2,emaBufferdb);
SetIndexBuffer(3,forecast); SetIndexShift(3,ForecastBars);
SetIndexBuffer(4,wrkBuffer);
SetIndexBuffer(5,slope);
estimatePeriod = MathMax(estimatePeriod,1);
trendPeriod = MathMax(trendPeriod,1);
IndicatorShortName("Holt's des ("+DoubleToStr(estimatePeriod,2)+","+DoubleToStr(trendPeriod,2)+")");
return(0);
}
void OnDeinit(const int reason) { }
int OnCalculate(const int rates_total,
const int prev_calculated,
const datetime& time[],
const double& open[],
const double& high[],
const double& low[],
const double& close[],
const long& tick_volume[],
const long& volume[],
const int& spread[])
{
int counted_bars = prev_calculated;
if(counted_bars < 0) return(-1);
if(counted_bars > 0) counted_bars--;
int limit=MathMin(rates_total-counted_bars,rates_total-1);
//
//
//
//
//
double alpha=2.0 /(1.0+estimatePeriod),beta=2.0 /(1.0+trendPeriod);
if (slope[limit]==2) CleanPoint(limit,emaBufferda,emaBufferdb);
for (int i=limit; i>=0 && !_StopFlag; i--)
{
double price = getPrice(Price,open,close,high,low,i);
emaBuffer[i] = (i<Bars-1) ? alpha*price+(1-alpha)*(emaBuffer[i+1]+wrkBuffer[i+1]) : price;
wrkBuffer[i] = (i<Bars-1) ? beta*(emaBuffer[i]-emaBuffer[i+1])+(1-beta)*wrkBuffer[i+1] : 0;
emaBufferda[i] = EMPTY_VALUE;
emaBufferdb[i] = EMPTY_VALUE;
slope[i] = (i<Bars-1) ? (emaBuffer[i]>emaBuffer[i+1]) ? 1 : (emaBuffer[i]<emaBuffer[i+1]) ? 2 : slope[i+1] : 0;
if (slope[i]==2) PlotPoint(i,emaBufferda,emaBufferdb,emaBuffer);
}
forecast[ForecastBars]=emaBuffer[0]; for (int i = ForecastBars-1; i>=0; i--) forecast[i] = emaBuffer[0]+(ForecastBars-i)*wrkBuffer[0];
manageAlerts(time,slope);
//
//
//
//
//
SetIndexDrawBegin(3,Bars-ForecastBars-1);
return(0);
}
//------------------------------------------------------------------
//
//------------------------------------------------------------------
//
//
//
//
//
void manageAlerts(const datetime& time[], double& ttrend[])
{
if (!AlertsOn) return;
int whichBar = 0; if (!AlertsOnCurrent) whichBar = 1; datetime time1 = time[0];
if (ttrend[whichBar] != ttrend[whichBar+1])
{
if (ttrend[whichBar] == 1) doAlert(time1,"up");
if (ttrend[whichBar] == 2) doAlert(time1,"down");
}
}
//
//
//
//
//
void doAlert(datetime forTime, string doWhat)
{
static string previousAlert="nothing";
static datetime previousTime;
string message;
if (previousAlert != doWhat || previousTime != forTime)
{
previousAlert = doWhat;
previousTime = forTime;
//
//
//
//
//
message = _Symbol+" at "+TimeToString(TimeLocal(),TIME_SECONDS)+" Holt's double exponential smoothing state changed to "+doWhat;
if (AlertsMessage) Alert(message);
if (AlertsEmail) SendMail(_Symbol+" Holt's double exponential smoothing",message);
if (AlertsNotify) SendNotification(message);
if (AlertsSound) PlaySound("alert2.wav");
}
}
//------------------------------------------------------------------
//
//------------------------------------------------------------------
//
//
//
//
//
//
#define _priceInstances 1
#define _priceSize 4
double workHa[][_priceInstances*_priceSize];
double getPrice(int tprice, const double& open[], const double& close[], const double& high[], const double& low[], int i, int instanceNo=0)
{
if (tprice>=pr_haclose)
{
if (ArrayRange(workHa,0)!= Bars) ArrayResize(workHa,Bars); instanceNo*=_priceSize; int r = Bars-i-1;
//
//
//
//
//
double haOpen;
if (r>0)
haOpen = (workHa[r-1][instanceNo+2] + workHa[r-1][instanceNo+3])/2.0;
else haOpen = (open[i]+close[i])/2;
double haClose = (open[i] + high[i] + low[i] + close[i]) / 4.0;
double haHigh = MathMax(high[i], MathMax(haOpen,haClose));
double haLow = MathMin(low[i] , MathMin(haOpen,haClose));
if(haOpen <haClose) { workHa[r][instanceNo+0] = haLow; workHa[r][instanceNo+1] = haHigh; }
else { workHa[r][instanceNo+0] = haHigh; workHa[r][instanceNo+1] = haLow; }
workHa[r][instanceNo+2] = haOpen;
workHa[r][instanceNo+3] = haClose;
//
//
//
//
//
switch (tprice)
{
case pr_haclose: return(haClose);
case pr_haopen: return(haOpen);
case pr_hahigh: return(haHigh);
case pr_halow: return(haLow);
case pr_hamedian: return((haHigh+haLow)/2.0);
case pr_hamedianb: return((haOpen+haClose)/2.0);
case pr_hatypical: return((haHigh+haLow+haClose)/3.0);
case pr_haweighted: return((haHigh+haLow+haClose+haClose)/4.0);
case pr_haaverage: return((haHigh+haLow+haClose+haOpen)/4.0);
case pr_hatbiased:
if (haClose>haOpen)
return((haHigh+haClose)/2.0);
else return((haLow+haClose)/2.0);
case pr_hatbiased2:
if (haClose>haOpen) return(haHigh);
if (haClose<haOpen) return(haLow);
return(haClose);
}
}
//
//
//
//
//
switch (tprice)
{
case pr_close: return(close[i]);
case pr_open: return(open[i]);
case pr_high: return(high[i]);
case pr_low: return(low[i]);
case pr_median: return((high[i]+low[i])/2.0);
case pr_medianb: return((open[i]+close[i])/2.0);
case pr_typical: return((high[i]+low[i]+close[i])/3.0);
case pr_weighted: return((high[i]+low[i]+close[i]+close[i])/4.0);
case pr_average: return((high[i]+low[i]+close[i]+open[i])/4.0);
case pr_tbiased:
if (close[i]>open[i])
return((high[i]+close[i])/2.0);
else return((low[i]+close[i])/2.0);
case pr_tbiased2:
if (close[i]>open[i]) return(high[i]);
if (close[i]<open[i]) return(low[i]);
return(close[i]);
}
return(0);
}
//-------------------------------------------------------------------
//
//-------------------------------------------------------------------
//
//
//
//
//
void CleanPoint(int i,double& first[],double& second[])
{
if (i>=Bars-3) return;
if ((second[i] != EMPTY_VALUE) && (second[i+1] != EMPTY_VALUE))
second[i+1] = EMPTY_VALUE;
else
if ((first[i] != EMPTY_VALUE) && (first[i+1] != EMPTY_VALUE) && (first[i+2] == EMPTY_VALUE))
first[i+1] = EMPTY_VALUE;
}
void PlotPoint(int i,double& first[],double& second[],double& from[])
{
if (i>=Bars-2) return;
if (first[i+1] == EMPTY_VALUE)
if (first[i+2] == EMPTY_VALUE)
{ first[i] = from[i]; first[i+1] = from[i+1]; second[i] = EMPTY_VALUE; }
else { second[i] = from[i]; second[i+1] = from[i+1]; first[i] = EMPTY_VALUE; }
else { first[i] = from[i]; second[i] = EMPTY_VALUE; }
}
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