LSMA_EA





//+------------------------------------------------------------------+
//|                                                                  |
//|                                          LSMA_EA                 |
//|                                                                  |
//| Written by Robert Hill aka MrPip for StrategyBuilder FX group    |
//|                                                                  |
//+------------------------------------------------------------------+


#property copyright "Robert Hill"
#property link      "None"
#include <stdlib.mqh>

extern string  Expert_Name    = "LSMA_EA";
extern int     MagicNumberBase = 200000;
extern string  UserComment = "LSMA_EA";
extern string  in="---Indicator settings---";
extern string  p = "--Applied Price Types--";
extern string  p0 = " 0 = close";
extern string  p1 = " 1 = open";
extern string  p2 = " 2 = high";
extern string  p3 = " 3 = low";
extern string  p4 = " 4 = median(high+low)/2";
extern string  p5 = " 5 = typical(high+low+close)/3";
extern string  p6 = " 6 = weighted(high+low+close+close)/4";
extern int     LSMA_Period=7;
extern int     LSMA_AppliedPrice = 0;
extern double  EntryDif_Threshold=10;   // What size angle to trigger a trade
extern double  ExitDif_Threshold=2;
extern int     PrevMAShift=3;
extern int     CurMAShift=1;


//+---------------------------------------------------+
//|Money Management                                   |
//+---------------------------------------------------+
extern string  mm = "---Money Management---";
extern double  Lots=1.0;
extern double  MaxLots = 100;
extern bool    UseMoneyManagement = true; // Change to false to shutdown money management controls.
extern bool    BrokerIsIBFX = false;
extern string  m1="Set mini and micro to false for standard account";
extern bool    AccountIsMini = false;
extern bool    AccountIsMicro = false;
extern string  fm="UseFreeMargin = false to use Account Balance";
extern bool    UseFreeMargin = false;
extern double  TradeSizePercent = 10;  // Change to whatever percent of equity you wish to risk.
extern bool    BrokerPermitsFractionalLots = true;

//+---------------------------------------------------+
//|Profit controls                                    |
//+---------------------------------------------------+
extern string  st6 = "--Profit Controls--";
extern double  StopLoss=0;
extern double  TakeProfit=0;
extern int     Slippage=3;
extern string  db0="---Flag to run start once per bar---";
extern string  db1=" Set to false when using stoploss";
extern string  db2=" takeprofit or trailing stop";
extern bool    UseOncePerBar = true;


//+---------------------------------------------------+
//|General controls                                   |
//+---------------------------------------------------+
int            MagicNumber=0;
string         setup;
int            TradesInThisSymbol = 0;
double         mLots=0;
datetime       timeprev = 0;

//+---------------------------------------------------+
//|  Indicator values for signals and filters         |
//|  Add or Change to test your system                |
//+---------------------------------------------------+

//+------------------------------------------------------------------+
//| Calculate MagicNumber, setup comment and assign RSI Period       |
//|                                                                  |
//+------------------------------------------------------------------+
int init()
{

	MagicNumber = MagicNumberBase + func_Symbol2Val(Symbol())*100 + func_TimeFrame_Const2Val(Period()); 
   setup=Expert_Name + Symbol() + "_" + func_TimeFrame_Val2String(func_TimeFrame_Const2Val(Period()));
   setup = UserComment;
    
 return(0);
}

int deinit()
{
 return(0);
}

//+------------------------------------------------------------------------+
//| LSMA - Least Squares Moving Average function calculation               |
//| LSMA_In_Color Indicator plots the end of the linear regression line    |
//+------------------------------------------------------------------------+
double LSMA(int Rperiod, int prMode, int shift)
{
   int i, myShift;
   double sum, pr;
   int length;
   double lengthvar;
   double tmp;
   double wt;

   length = Rperiod;
 
   sum = 0;
   for(i = length; i >= 1  ; i--)
   {
     lengthvar = length + 1;
     lengthvar /= 3;
     tmp = 0;
     myShift = length - i + shift;
     switch (prMode)
     {
     case 0: pr = iClose(NULL,0,myShift);break;
     case 1: pr = iOpen(NULL,0,myShift);break;
     case 2: pr = iHigh(NULL,0,myShift);break;
     case 3: pr = iLow(NULL,0,myShift);break;
     case 4: pr = (iHigh(NULL,0,myShift) + iLow(NULL,0,myShift))/2;break;
     case 5: pr = (iHigh(NULL,0,myShift) + iLow(NULL,0,myShift) + iClose(NULL,0,myShift))/3;break;
     case 6: pr = (iHigh(NULL,0,myShift) + iLow(NULL,0,myShift) + iClose(NULL,0,myShift) + iClose(NULL,0,myShift))/4;break;
     }
     tmp = ( i - lengthvar)*pr;
     sum+=tmp;
    }
    wt = sum*6/(length*(length+1));
    wt = MathFloor(wt/Point)*Point;
    
    return(wt);
}

double MA_Dif( int PrevShift, int CurShift)
{
   double fDif, mFactor;
   double fCurMA, fPrevMA;
   string Sym;
   int ShiftDif;
   
   mFactor = 100000.0;
   Sym = StringSubstr(Symbol(),3,3);
   if (Sym == "JPY") mFactor = 1000.0;
   ShiftDif = PrevShift-CurShift;
   mFactor /= ShiftDif; 
   fCurMA=LSMA(LSMA_Period,LSMA_AppliedPrice,CurShift);
   fPrevMA=LSMA(LSMA_Period,LSMA_AppliedPrice,PrevShift);

   fDif = mFactor * (fCurMA - fPrevMA)/2.0;

    return(fDif);
}

//+------------------------------------------------------------------+
//| CheckExitCondition                                               |
//| Check if AngleSep cross 0 line                                   |
//+------------------------------------------------------------------+
bool CheckExitCondition(int cmd)
{
	double maDif;
   
	maDif = MA_Dif(PrevMAShift, CurMAShift);
   switch (cmd)
   {
      case OP_BUY : if (maDif < ExitDif_Threshold) return(true);
                    break;
      case OP_SELL : if (maDif > -ExitDif_Threshold) return(true);
   }
          
   return(false);
}


//+------------------------------------------------------------------+
//| CheckEntryCondition                                              |
//| Check if separation on LSMA pair                                 |
//+------------------------------------------------------------------+
bool CheckEntryCondition(int cmd)
{
   
	double maDif;
   
	maDif = MA_Dif(PrevMAShift, CurMAShift);
   switch (cmd)
   {
      case OP_BUY : if (maDif > EntryDif_Threshold) return(true);
                    break;
      case OP_SELL : if (maDif < -EntryDif_Threshold) return(true);
   }
          
   return(false);
   
}
  
 
//+------------------------------------------------------------------+
//+------------------------------------------------------------------+
//| Start                                                            |
//+------------------------------------------------------------------+
//+------------------------------------------------------------------+
int start()
{ 

// Only run once per completed bar

     if (UseOncePerBar == true)
     {
       if(timeprev==Time[0]) return(0);
       timeprev = Time[0];
     }
     
//+------------------------------------------------------------------+
//| Check for Open Position                                          |
//+------------------------------------------------------------------+

     HandleOpenPositions();
     
// Check if any open positions were not closed

     TradesInThisSymbol = CheckOpenPositions();
  
// Only allow 1 trade per Symbol

     if(TradesInThisSymbol > 0) {
       return(0);}
   
   mLots = GetLots();        

	if(CheckEntryCondition(OP_BUY) == true)
	{
		   OpenBuyOrder(mLots, StopLoss,TakeProfit, Slippage, setup, MagicNumber, Green);
		   return(0);
	}

   
	if(CheckEntryCondition(OP_SELL) == true)
	{
         OpenSellOrder(mLots, StopLoss,TakeProfit, Slippage, setup, MagicNumber, Red);
	}

  return(0);
}

//+------------------------------------------------------------------+
//| Get number of lots for this trade                                |
//+------------------------------------------------------------------+
double GetLots()
{
   double lot;
   
   if(UseMoneyManagement == true)
   {
     lot = LotsOptimized();
   }
   else
   {
      lot = Lots;
   }

// Use at least 1 micro lot
   if (AccountIsMicro == true)
   {
      if (lot < 0.01) lot = 0.01;
      if (lot > MaxLots) lot = MaxLots * 100;
      if (BrokerIsIBFX == true) lot = lot * 10;
      return(lot);
   }

// Use at least 1 mini lot
   if(AccountIsMini == true)
   {
      if (lot < 0.1) lot = 0.1;
      if (lot > MaxLots) lot = MaxLots;
      if (BrokerIsIBFX == true) lot = lot * 10;
      return(lot);
   }
   
// Standard account   
   if( BrokerPermitsFractionalLots == false)
   {
      if (lot >= 1.0) lot = MathFloor(lot); else lot = 1.0;
   }
   
   if (lot > MaxLots) lot = MaxLots;

   return(lot);
}

//+------------------------------------------------------------------+
//| Calculate optimal lot size                                       |
//+------------------------------------------------------------------+

double LotsOptimized()
  {
   double lot=Lots;
//---- select lot size

   if (UseFreeMargin == true)
        lot=NormalizeDouble(MathFloor(AccountFreeMargin()*TradeSizePercent/10000)/10,1);
   else
        lot=NormalizeDouble(MathFloor(AccountBalance()*TradeSizePercent/10000)/10,1);

  // Check if mini or standard Account
  if(AccountIsMini == true)
  {
    lot = MathFloor(lot*10)/10;
  }

   return(lot);
} 

//+------------------------------------------------------------------+
//| OpenBuyOrder                                                     |
//| If Stop Loss or TakeProfit are used the values are calculated    |
//| for each trade                                                   |
//+------------------------------------------------------------------+
int OpenBuyOrder(double mLots, double mStopLoss, double mTakeProfit, int mSlippage, string mComment, int mMagic, color mColor)
{
   int err,ticket;
   double myPrice, myStopLoss = 0, myTakeProfit = 0;
   
   RefreshRates();
   myStopLoss = StopLong(Bid,mStopLoss);
   myTakeProfit = TakeLong(Bid,mTakeProfit);
 // Normalize all price / stoploss / takeprofit to the proper # of digits.
   if (Digits > 0) 
   {
     myPrice = NormalizeDouble( Ask, Digits);
     myStopLoss = NormalizeDouble( myStopLoss, Digits);
     myTakeProfit = NormalizeDouble( myTakeProfit, Digits); 
   }
   ticket=OrderSend(Symbol(),OP_BUY,mLots,myPrice,mSlippage,myStopLoss,myTakeProfit,mComment,mMagic,0,mColor); 
   if (ticket > 0)
   {
    if (OrderSelect( ticket,SELECT_BY_TICKET, MODE_TRADES) ) 
     {
      Print("BUY order opened : ", OrderOpenPrice( ));
//      ModifyOrder(ticket,OrderOpenPrice( ), OrderStopLoss(), myTakeProfit);
     }
   }
   else
   {
      err = GetLastError();
      if(err==0)
      { 
         return(ticket);
      }
      else
      {
         if(err==4 || err==137 ||err==146 || err==136) //Busy errors
         {
            Sleep(5000);
         }
         else //normal error
         {
           Print("Error opening BUY order [" + setup + "]: (" + err + ") " + ErrorDescription(err)); 
         }  
      }
   }
   
   return(ticket);
}

//+------------------------------------------------------------------+
//| OpenSellOrder                                                    |
//| If Stop Loss or TakeProfit are used the values are calculated    |
//| for each trade                                                   |
//+------------------------------------------------------------------+
void OpenSellOrder(double mLots, double mStopLoss, double mTakeProfit, int mSlippage, string mComment, int mMagic, color mColor)
{
   int err, ticket;
   double myPrice, myStopLoss = 0, myTakeProfit = 0;
   
   RefreshRates();
   
   myStopLoss = StopShort(Ask,mStopLoss);
   myTakeProfit = TakeShort(Ask,mTakeProfit);
   
 // Normalize all price / stoploss / takeprofit to the proper # of digits.
   if (Digits > 0) 
   {
     myPrice = NormalizeDouble( Bid, Digits);
     myStopLoss = NormalizeDouble( myStopLoss, Digits);
     myTakeProfit = NormalizeDouble( myTakeProfit, Digits); 
   }
   ticket=OrderSend(Symbol(),OP_SELL,mLots,myPrice,mSlippage,myStopLoss,myTakeProfit,mComment,mMagic,0,mColor); 
   if (ticket > 0)
   {
     if (OrderSelect( ticket,SELECT_BY_TICKET, MODE_TRADES) ) 
     {
      Print("Sell order opened : ", OrderOpenPrice());
//      ModifyOrder(ticket,OrderOpenPrice( ), OrderStopLoss(), myTakeProfit);
     }
   }
   else
   {
      err = GetLastError();
      if(err==0)
      { 
         return(ticket);
      }
      else
      {
        if(err==4 || err==137 ||err==146 || err==136) //Busy errors
        {
           Sleep(5000);
        }
        else //normal error
        {
           Print("Error opening Sell order [" + mComment + "]: (" + err + ") " + ErrorDescription(err));
        }
      } 
   }
   
   return(ticket);
}


double StopLong(double price,int stop)
{
 if(stop==0)
  return(0);
 else
  return(price-(stop*Point));
}

double StopShort(double price,int stop)
{
 if(stop==0)
  return(0);
 else
  return(price+(stop*Point));
}

double TakeLong(double price,int take)
{
 if(take==0)
  return(0);
 else
  return(price+(take*Point));
}

double TakeShort(double price,int take)
{
 if(take==0)
  return(0);
 else
  return(price-(take*Point));
}

//+------------------------------------------------------------------+
//| Handle Open Positions                                            |
//| Check if any open positions need to be closed or modified        |
//+------------------------------------------------------------------+
int HandleOpenPositions()
{
   int cnt;
   
   for(cnt=OrdersTotal()-1;cnt>=0;cnt--)
   {
      OrderSelect (cnt, SELECT_BY_POS, MODE_TRADES);
      if ( OrderSymbol() != Symbol()) continue;
      if ( OrderMagicNumber() != MagicNumber)  continue;
      
      if(OrderType() == OP_BUY)
      {
            
         if (CheckExitCondition(OP_BUY) == true)
          {
              CloseOrder(OrderTicket(),OrderOpenPrice(),OrderLots(),OP_BUY);
          }
      }

      if(OrderType() == OP_SELL)
      {
          if (CheckExitCondition(OP_SELL) == true)
          {
             CloseOrder(OrderTicket(),OrderOpenPrice(), OrderLots(),OP_SELL);
          }
      }
   }
}

//+------------------------------------------------------------------+
//| Check Open Position Controls                                     |
//+------------------------------------------------------------------+
  
int CheckOpenPositions()
{
   int cnt, total;
   int NumTrades;
   
   NumTrades = 0;
   total=OrdersTotal();
   for(cnt=OrdersTotal()-1;cnt>=0;cnt--)
     {
      OrderSelect (cnt, SELECT_BY_POS, MODE_TRADES);
      if ( OrderSymbol() != Symbol()) continue;
      if ( OrderMagicNumber() != MagicNumber)  continue;
      
      if(OrderType() == OP_BUY )  NumTrades++;
      if(OrderType() == OP_SELL )  NumTrades++;
             
     }
     return (NumTrades);
  }
  
int CloseOrder(int ticket, double op, double numLots,int cmd)
{
   int CloseCnt, err, digits;
   double myPrice;
   string olStr, bidStr, askStr;
   
   RefreshRates();
   if (cmd == OP_BUY) myPrice = Bid;
   if (cmd == OP_SELL) myPrice = Ask;
   if (Digits > 0)  myPrice = NormalizeDouble( myPrice, Digits);
      olStr = DoubleToStr(numLots,2);
      bidStr = DoubleToStr(Bid, Digits);
      askStr = DoubleToStr(Ask, Digits);
   // try to close 3 Times
      
    CloseCnt = 0;
    while (CloseCnt < 3)
    {
       if (OrderClose(ticket,numLots,myPrice,Slippage,Violet) == false)
       {
         err=GetLastError();
         Print(CloseCnt," Error closing order : (", err , ") " + ErrorDescription(err));
         if (err > 0) CloseCnt++;
       }
       else
       {
         CloseCnt = 3;
       }
    }
}



int func_Symbol2Val(string symbol)
 {
   string mySymbol = StringSubstr(symbol,0,6);
   
	if(mySymbol=="AUDCAD") return(1);
	if(mySymbol=="AUDJPY") return(2);
	if(mySymbol=="AUDNZD") return(3);
	if(mySymbol=="AUDUSD") return(4);
	if(mySymbol=="CHFJPY") return(5);
	if(mySymbol=="EURAUD") return(6);
	if(mySymbol=="EURCAD") return(7);
	if(mySymbol=="EURCHF") return(8);
	if(mySymbol=="EURGBP") return(9);
	if(mySymbol=="EURJPY") return(10);
	if(mySymbol=="EURUSD") return(11);
	if(mySymbol=="GBPCHF") return(12);
	if(mySymbol=="GBPJPY") return(13);
	if(mySymbol=="GBPUSD") return(14);
	if(mySymbol=="NZDJPY") return(15);
	if(mySymbol=="NZDUSD") return(16);
	if(mySymbol=="USDCAD") return(17);
	if(mySymbol=="USDCHF") return(18);
	if(mySymbol=="USDJPY") return(19);
   Comment("unexpected Symbol");
	return(999);
}

//+------------------------------------------------------------------+
//| Time frame interval appropriation  function                      |
//+------------------------------------------------------------------+

int func_TimeFrame_Const2Val(int Constant ) {
   switch(Constant) {
      case 1:  // M1
         return(1);
      case 5:  // M5
         return(2);
      case 15:
         return(3);
      case 30:
         return(4);
      case 60:
         return(5);
      case 240:
         return(6);
      case 1440:
         return(7);
      case 10080:
         return(8);
      case 43200:
         return(9);
   }
}

//+------------------------------------------------------------------+
//| Time frame string appropriation  function                               |
//+------------------------------------------------------------------+

string func_TimeFrame_Val2String(int Value ) {
   switch(Value) {
      case 1:  // M1
         return("PERIOD_M1");
      case 2:  // M1
         return("PERIOD_M5");
      case 3:
         return("PERIOD_M15");
      case 4:
         return("PERIOD_M30");
      case 5:
         return("PERIOD_H1");
      case 6:
         return("PERIOD_H4");
      case 7:
         return("PERIOD_D1");
      case 8:
         return("PERIOD_W1");
      case 9:
         return("PERIOD_MN1");
   	default: 
   		return("undefined " + Value);
   }
}


//+------------------------------------------------------------------+








Sample





Analysis



Market Information Used:

Series array that contains close prices for each bar
Series array that contains open prices of each bar
Series array that contains the highest prices of each bar
Series array that contains the lowest prices of each bar
Series array that contains open time of each bar


Indicator Curves created:


Indicators Used:



Custom Indicators Used:

Order Management characteristics:
It automatically opens orders when conditions are reached
Checks for the total of open orders
It Closes Orders by itself

Other Features:


BackTest : EURUSD on H1

From 2009-08-01 to 2009-10-01 Profit Factor:0.61 Total Net Profit:-9712.10

BackTest : EURUSD on H1

From 2010-04-01 to 2010-04-30 Profit Factor:0.00 Total Net Profit:0.00

BackTest : EURUSD on H1

From 2010-05-01 to 2010-05-31 Profit Factor:0.00 Total Net Profit:0.00

BackTest : EURUSD on H1

From 2010-06-01 to 2010-06-30 Profit Factor:0.00 Total Net Profit:0.00

BackTest : GBPUSD on H1

From 2010-01-01 to 2010-02-27 Profit Factor:0.47 Total Net Profit:-9843.30

BackTest : USDCAD on H1

From 2009-12-01 to 2010-01-01 Profit Factor:0.65 Total Net Profit:-4715.93

BackTest : USDJPY on H1

From 2009-11-01 to 2009-11-30 Profit Factor:0.35 Total Net Profit:-7582.64

Request Backtest for LSMA_EA


From : (yyyy/mm/dd) To: (yyyy/mm/dd)

Pair: Period: