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Angles Ema Probability And Win

MetaTrader 5 Algorithmic Trading Robot

Introduction

  • Code Name: ema19.mq5
  • Copyright: Copyright 2023, MetaQuotes Ltd.
  • Link: MetaQuotes Ltd.
  • Version: 1.00

Parameter List:

  • FastEMAPeriod: Period of the Fast EMA.
  • SlowEMAPeriod: Period of the Slow EMA.
  • LotSize: Lot size for each trade.
  • MaxAngleDifference: Maximum allowed angle difference (degrees).
  • MaxEmaDifference: Maximum allowed EMA difference (degrees).
  • HoursBetweenTrades: Hours between trades.
  • buySignalEnabled: Enable buy signals.
  • sellSignalEnabled: Enable sell signals.
  • CheckInterval: Interval for TP and SL checks (minutes).
  • TrailingStopDistance: Trailing stop distance (points).
  • Timeframe: Timeframe for trading.
  • MaxOpenPositions: Maximum number of open positions.

Strategy This MQL5 code implements an algorithmic trading robot using Fast and Slow Exponential Moving Averages (EMA).

Strategy Features

  • EMA Periods: Trend analysis using Fast and Slow EMA periods.
  • Lot Size: Fixed lot size per trade.
  • Maximum Angle and EMA Differences: Maximum angle and EMA differences for determining entry conditions.
  • Hourly Gap: Minimum gap between two trades.
  • Buy and Sell Signals: Options to enable buy and sell signals.
  • Take Profit and Stop Loss (TP/SL) Check Frequency: Frequency of checking TP and SL.
  • Trailing Stop: Trailing stop distance used in trades.

Code Structure Initialization:

  • Declaration of required libraries.
  • Initialization of the Trade class.

External Input Parameters:

  • Declaration of user-defined parameters.

Main Functions:

  • OnTick(): The main function that runs on every tick.
    • Check for trade permission.
    • Calculate EMA and angle differences.
    • Generate buy/sell signals and execute trades.
    • Perform TP and SL checks at specified intervals.
  • CheckTakeProfitAndStopLoss(): Function for TP and SL checks.

Time Functions:

  • OnTimer(): Function to control trade permissions at specific intervals.

Progress Control

  • Control for the minimum hour gap between trade permissions.
  • TP and SL are periodically checked and updated.
  • Trades are protected using Trailing Stop.

Results and Progress

  • Detailed backtests can be conducted to analyze and improve the robot's performance.
  • The code is open to user feedback and suggestions for further development.
  • Strategy parameters can be optimized for increased reliability and profitability.

Acknowledgments We thank the MetaQuotes Ltd. team for providing the platform and resources. User feedback is welcome. Contact us here .


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Version 2.0 2023.12.08
English:
Explain the changes made in the second version as follows:

External Input Parameters:

The names of some external input parameters have been changed. For example, the MaxAngleDifference parameter has been split into MaxAngleDifferenceSlow and MaxAngleDifferenceFast.
New parameters like rangeThresholdFactor have been introduced in the second version to control the market ranging condition.
Signal Logic:

The second version introduces a new function called IsMarketRanging(), which checks if the market is in a ranging condition based on the distance between the fast and slow EMAs.
The signal logic in the second version has additional conditions to check if the market is not ranging before evaluating the buy or sell signals.
EMA Lines Direction Check:

The second version introduces functions CheckIfEMALinesAreUp() and CheckIfEMALinesAreDown() to determine whether the fast and slow EMAs are in an upward or downward direction.
These functions are then used in the main signal logic to further filter buy and sell signals based on the direction of the EMA lines.
Additional Trade Opening Functions:

The second version introduces separate functions OpenBuyTrade() and OpenSellTrade() to open buy and sell trades, respectively. These functions encapsulate the logic for checking available margin before placing a trade.
Other Changes:

The second version includes a new function CalculatePriceChange() to calculate the percentage price change.
Functions IsRisingCandles() and IsFallingCandles() are also introduced to check if the candles are rising or falling.
Documentation:

The comments in the second version include additional explanations and details about the purpose of certain functions and parameters.
Overall, the second version seems to provide more flexibility in terms of controlling trade conditions, especially with the introduction of functions for checking EMA line directions and market ranging conditions. The additional functions also help in improving code readability and modularizing the logic.