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MQL5 Wizard - Trading Signals Based on Hammer/Hanging Man + MFI - MetaTrader 5 Expert

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MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

There is the book "Strategies of the Best Traders " (in Russian), where many trading strategies are considered, we will focus on reversal candlestick patterns, represented by Stochastic , CCI , Micro Institutions and RSI oscillators.

The best way is to create a separate class derived from Expert Signal for checking the formation of candlestick patterns. For the confirmation of trading signals generated by candlestick patterns, it is enough to write a class derived from CCandlePattern and add in it the necessary functionality (for example, confirmation by oscillator).

Here we will consider signals based on the Hammer/Hanging Man reversal candlestick pattern and confirm the MFI indicator in the following way. The trading signals module is based on the CC candle pattern class, which is a simple example of creating trading signals using candlestick patterns.

1. “Hammer” and “Hanging Man” Reversal Candlestick Patterns

A "hammer" is a candlestick with a small body and a long lower shadow that forms after a price decline. The "hammer" pattern signals the end of the bearish trend.

The color of the candlestick body does not matter, but the bullish hammer indicates higher bullish potential. The body of a "hammer" pattern usually forms near the lowest low of the previous candle. A longer lower shadow and shorter upper shadow lead to greater potential for a reversal pattern.

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 1. “Hammer” Candlestick Pattern

The recognition of the "Hammer" pattern is implemented in the CheckPatternHammer() method of the CC candle pattern class:

 //+------------------------------------------------------------------+
//| Check the formation of " Hammer " candlestick pattern |
//+------------------------------------------------------------------+
BooleanCCandlePattern ::CheckPatternHammer()
  { //--- hammer if ((Midpoint ( 1 ) < Closing Average ( 2 )) && // Downtrend ( Mathematical Minimum (Open ( 1 ), Close ( 1 ))> (High ( 1 ) - ( High ( 1 ) - Low ( 1 )) / 3.0 )) && // The body is in the upper 1/3 ( Close ( 1 ) < Close ( 2 )) && ( Open ( 1 ) < Open ( 2 ) ))) // body gap returns ( true ); //--- returns ( false );
  }

CheckCandlestickPattern(CANDLE_PATTERN_HAMMER) method CC Candlestick Pattern class is used to check the formation of "Hammer" candlestick pattern.

1.2. Hang people

A "hanging man" is a candle with a small body and a long lower shadow. It is formed after the price rises. The “hanging man” pattern signals the end of the bullish trend.

The color of the candlestick body does not matter, but bearish candles indicate higher bearish potential. The body of a "hanging man" pattern usually forms near the high of the previous candle. Longer lower bars and shorter upper bars result in higher potential reversal patterns.

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 2. “The Hanged Man” Candlestick Pattern

The recognition of the "Hanging Man" pattern is implemented in the CheckPatternHangingMan() method of the CC candle pattern class:

 //+------------------------------------------------------------------+
//| Check the formation of the " Hanging Man " candlestick pattern |
//+------------------------------------------------------------------+
BooleanCCandlePattern ::CheckPatternHangingMan()
  { //--- hanging man if ((Midpoint( 1 )>Close Average( 2 )) && // Uptrend ( Mathematical Minimum (Open( 1 )), Close( 1 )>(High( 1 )-(High( 1 )-Low( 1 ))/ 3.0 )) && // Body is in upper 1/3 (Close( 1 )>Close( 2 )) &&(Open( 1 )>Open( 2 ) )))) // body gap returns ( true ); //--- returns ( false );
  }

CheckCandlestickPattern(CANDLE_PATTERN_HANGING_MAN) method CC candle pattern class is used to check the formation of "hanging man" candle pattern.

2. Trading signals confirmed by the MFI indicator

The closing of an open position depends on the value of the MFI indicator. This can be done in two situations:

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 3. “Hammer” pattern confirmed by MFI indicator

2.1. Open long position/close short position

The formation of the "hammer" pattern must be achieved by the Micro Financial Institutions indicator: MFi(1)<40 (the MFI indicator value of the last completed bar must be less than 40).

Short positions must be closed if the MFI indicator crosses above key levels (70 or 30).

 //+------------------------------------------------------------------+
//|Check the conditions for entering and exiting the market |
//| 1) Enter the market (open long position, result = 80) |
//| 2) Market Exit (Close Position, Result=40) |
//+------------------------------------------------------------------+
Integer CH_HM_MFI::LongCondition()
  {
Integer result = 0 ; //--- idx can be used to determine the Expert Advisor working mode
//--- idx=0 - in this case the EA checks the trading conditions on every price move
//--- idx=1 - in this case the EA only checks the trading status of the news bar integer idx =StartIndex(); //--- checks the conditions for opening a long position
//--- hammer pattern formed and MFI<40 if (check candlestick pattern(CANDLE_PATTERN_HAMMER) && (MFI( 1 )< 40 ))
    Result = 80 ; //--- check closing conditions
//--- Signal lines for overbought/oversold levels are crossed (30 up, 70 up) if (((MFI( 1 )> 30 ) && (MFI( 2 )< 30 )) || ((MFI( 1 )> 70 ) && (MFI( 2 )< 70 )))
    result = 40 ; //--- return result return (result);
  }


2.2. Open short position/close long position

The formation of the "hanging man" pattern must be determined by the Micro Financial Institutions indicator: MFI(1)>60 (the MFI indicator value of the final completed bar must be greater than 60).

Long positions must be closed if the MFI indicator crosses above key levels (70 or 30).

//+------------------------------------------------------------------+
//|Check the conditions for entering and exiting the market |
//| 1) Enter the market (short position, result = 80) |
//| 2) Market Exit (Close Position, Result=40) |
//+------------------------------------------------------------------+
Integer CH_HM_MFI::ShortCondition()
  {
Integer result = 0 ; //--- idx can be used to determine the Expert Advisor working mode
//--- idx=0 - in this case the EA checks the trading conditions on every price move
//--- idx=1 - in this case the EA only checks the trading status of the news bar integer idx =StartIndex(); //--- checks the conditions for opening a short position
//--- The formation of hanging man pattern and MFI>60 if (CheckCandlestickPattern(CANDLE_PATTERN_HANGING_MAN) && (MFI( 1 )> 60 ))
    Result = 80 ; //--- check closing conditions
//--- Signal lines for overbought/oversold levels are crossed (70 up, 30 down) if (((MFI( 1 )> 70 ) && (MFI( 2 )< 70 )) || ((MFI( 1 )< 30 ) && (MFI( 2 )> 30 )))
    result = 40 ; //--- return result return (result);
  }


2.3. Use the MQL5 Wizard to create an Expert Advisor

The CH_HM_MFI class is not included in the standard library classes, to use it you need to download the ah_hm_mfi.mqh file (see attachment) and save it to client_terminal_data\folder\MQL5\Include\Expert\Signal\MySignals. The same operation should be performed for the candlepatterns.mqh file. After restarting MetaEditor, you can use it in the MQL5 Wizard.

Create Expert Advisor Launch MQL5 Wizard :

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 4. Creating an Expert Advisor using the MQL5 Wizard

Let's specify the name of the Expert Advisor:

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 5. General properties of EA trading

After that we need to choose the trading signal module to use.

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 6. Signal properties of EA trading

In our case we use only one trading signals module.

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 7. Signal properties of EA trading

Added trading signals module:

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 8. Signal properties of EA trading

You can choose any trailing attribute, but we will use "Unused Trailing Stop":

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 9. Tracking properties of Expert Advisor

Regarding the money management properties, we will use "Fixed Volume Trading":

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 10. Money management attributes of EA trading

Press the "Finish" button and we will get the code of the generated Expert Advisor in Expert_AH_HM_MFI.mq5, which will be saved in terminal_data_folder\MQL5\Experts\.

Default input parameters of the generated Expert Advisor:

 //--- Main signal input
Input integer Signal_ThresholdOpen = 10 ; //Open signal threshold[0...100]
Input integer Signal_ThresholdClose = 10 ; // Close signal threshold [0...100]
Enter double Signal_PriceLevel = 0.0 ; // price level at which to execute the trade
Enter double Signal_StopLevel = 50.0 ; // Stop loss level in pips
Enter double Signal_TakeLevel = 50.0 ; // Take profit level (in pips)

Must be replaced with:

 //--- Main signal input
Input integer Signal_ThresholdOpen = 40 ; //Open signal threshold[0...100]
Input integer Signal_ThresholdClose = 20 ; // Close signal threshold [0...100]
Enter double Signal_PriceLevel = 0.0 ; // price level at which to execute the trade
Enter double Signal_StopLevel = 0.0 ; // Stop loss level in points
Enter double Signal_TakeLevel = 0.0 ; // Take profit level (in pips)

Signal_ThresholdOpen/Signal_ThresholdClose input parameters allow specifying threshold levels for opening and closing positions.

In the code of the LongCondition() and ShortCondition() methods of the trading signal class, we specify the fixed value of the threshold:

The Expert Advisor generates opening and closing positions by the MQL5 Wizard using "votes" in the Trading Signals module. The vote of the main module (which acts as a container and consists of all added modules) is also used, but its LongCondition() and ShortCondition() methods always return 0.

The voting results from the main module are also used for "voting" averaging. In our case we have: main module + 1 trading signals module, so we need to take this fact into account when setting the thresholds. Therefore, ThresholdOpen and ThresholdClose must be set to 40=(0+80)/2 and 20=(0+40)/2.

The value of the Signal_StopLevel and Signal_TakeLevel input parameters is set to 0, which means that the position will be closed only if the closing conditions are met.

2.4. Historical backtest results

Let us consider Expert Advisor's backtest on historical data (EURUSD H1, test period: 2010.01.01-2011.03.16, PeriodMFI=47, MA_period=5).

When creating the EA, we used a fixed trading volume ( fixed lot size for trading , 0.1) and did not use the trailing stop algorithm ( trailing was not used ).

MQL5 Wizard - Trade Signals Based on Hammer/Hanging Man + MFI - expert for MetaTrader 5

Figure 11. EA trading test results based on Hammer/Hanging Man + MFI

The best set of input parameters for the Strategy Tester MetaTrader 5 client can be found using the following command.

The code of the Expert Advisor created by the MQL5 Wizard is attached in Expert_ah_hm_mfi.mq5.


Attachment download

📎 acandlepatterns.mqh (20.34 KB)

📎ach_hm_mfi.mqh (7.98 KB)

📎 expert_ah_hm_mfi.mq5 (6.61 KB)

Source: MQL5 #316

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