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ADX-Bereichsausbruch-Strategie

Diese Strategie eröffnet Long-Positionen, wenn der Schlusskurs den höchsten Schlusskurs eines Rückblickzeitraums überschreitet, während der ADX unter einem festgelegten Schwellenwert bleibt, was auf einen ruhigen Markt hinweist. Der Handel ist auf eine definierte Sitzung und eine maximale Anzahl von Trades pro Tag begrenzt. Ein fester Stop-Loss in Preiseinheiten schützt jede Position.

Details

  • Einstiegskriterien: Close >= previous highest close und ADX < threshold innerhalb der Sitzung
  • Long/Short: Nur Long
  • Ausstiegskriterien: Stop-Loss oder Sitzungsende
  • Stops: Ja
  • Standardwerte:
    • AdxPeriod = 14
    • HighestPeriod = 34
    • AdxThreshold = 17.5
    • StopLoss = 1000
    • MaxTradesPerDay = 3
    • CandleType = TimeSpan.FromMinutes(30)
  • Filter:
    • Kategorie: Ausbruch
    • Richtung: Nur Long
    • Indikatoren: ADX
    • Stops: Ja
    • Komplexität: Anfänger
    • Zeitrahmen: Intraday
    • Saisonalität: Nein
    • Neuronale Netze: Nein
    • Divergenz: Nein
    • Risikolevel: Mittel
using System;
using System.Collections.Generic;
using System.Linq;

using Ecng.Common;

using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;

namespace StockSharp.Samples.Strategies;

/// <summary>
/// ADX Range Breakout strategy.
/// Buys when the close reaches the highest close of the previous HighestPeriod candles while ADX is below AdxThreshold, at most
/// MaxTradesPerDay times per trading day (UTC). A fixed StopLoss in price units protects the position and it is closed on the last
/// candle of the day.
/// </summary>
public class AdxRangeBreakoutStrategy : Strategy
{
	private readonly StrategyParam<int> _adxPeriod;
	private readonly StrategyParam<int> _highestPeriod;
	private readonly StrategyParam<decimal> _adxThreshold;
	private readonly StrategyParam<decimal> _stopLoss;
	private readonly StrategyParam<int> _maxTradesPerDay;
	private readonly StrategyParam<DataType> _candleType;

	private readonly List<decimal> _closes = [];
	private DateTime _currentDay;
	private int _tradesToday;

	/// <summary>
	/// ADX period.
	/// </summary>
	public int AdxPeriod
	{
		get => _adxPeriod.Value;
		set => _adxPeriod.Value = value;
	}

	/// <summary>
	/// Previous candles whose highest close must be reached.
	/// </summary>
	public int HighestPeriod
	{
		get => _highestPeriod.Value;
		set => _highestPeriod.Value = value;
	}

	/// <summary>
	/// ADX level the market must stay below.
	/// </summary>
	public decimal AdxThreshold
	{
		get => _adxThreshold.Value;
		set => _adxThreshold.Value = value;
	}

	/// <summary>
	/// Stop loss distance in price units.
	/// </summary>
	public decimal StopLoss
	{
		get => _stopLoss.Value;
		set => _stopLoss.Value = value;
	}

	/// <summary>
	/// Maximum entries per trading day.
	/// </summary>
	public int MaxTradesPerDay
	{
		get => _maxTradesPerDay.Value;
		set => _maxTradesPerDay.Value = value;
	}

	/// <summary>
	/// Candle type.
	/// </summary>
	public DataType CandleType
	{
		get => _candleType.Value;
		set => _candleType.Value = value;
	}

	/// <summary>
	/// Constructor.
	/// </summary>
	public AdxRangeBreakoutStrategy()
	{
		_adxPeriod = Param(nameof(AdxPeriod), 14)
			.SetGreaterThanZero()
			.SetDisplay("ADX Period", "ADX period", "Indicators");

		_highestPeriod = Param(nameof(HighestPeriod), 34)
			.SetGreaterThanZero()
			.SetDisplay("Highest Period", "Previous candles whose highest close must be reached", "Indicators");

		_adxThreshold = Param(nameof(AdxThreshold), 17.5m)
			.SetDisplay("ADX Threshold", "ADX level the market must stay below", "Indicators");

		_stopLoss = Param(nameof(StopLoss), 1000m)
			.SetNotNegative()
			.SetDisplay("Stop Loss", "Stop loss distance in price units", "Risk");

		_maxTradesPerDay = Param(nameof(MaxTradesPerDay), 3)
			.SetGreaterThanZero()
			.SetDisplay("Max Trades Per Day", "Maximum entries per trading day", "Risk");

		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(30).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles to use", "General");
	}

	/// <inheritdoc />
	public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
	{
		return [(Security, CandleType)];
	}

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();
		_closes.Clear();
		_currentDay = default;
		_tradesToday = 0;
	}

	/// <inheritdoc />
	protected override void OnStarted2(DateTime time)
	{
		base.OnStarted2(time);

		_closes.Clear();
		_currentDay = default;
		_tradesToday = 0;

		var adx = new AverageDirectionalIndex { Length = AdxPeriod };

		var subscription = SubscribeCandles(CandleType);
		subscription
			.BindEx(adx, ProcessCandle)
			.Start();

		StartProtection(new Unit(), new Unit(StopLoss, UnitTypes.Absolute), useMarketOrders: true);

		var area = CreateChartArea();
		if (area != null)
		{
			DrawCandles(area, subscription);
			DrawOwnTrades(area);

			var oscillators = CreateChartArea();
			if (oscillators != null)
				DrawIndicator(oscillators, adx);
		}
	}

	private void ProcessCandle(ICandleMessage candle, IIndicatorValue adxValue)
	{
		if (candle.State != CandleStates.Finished)
			return;

		var close = candle.ClosePrice;
		decimal? previousHighest = _closes.Count >= HighestPeriod ? _closes.Max() : null;

		_closes.Add(close);
		if (_closes.Count > HighestPeriod)
			_closes.RemoveAt(0);

		var day = candle.OpenTime.Date;
		if (day != _currentDay)
		{
			_currentDay = day;
			_tradesToday = 0;
		}

		if (!adxValue.IsFormed || ((IAverageDirectionalIndexValue)adxValue).MovingAverage is not decimal adx)
			return;

		if (previousHighest is not decimal highest || !IsFormedAndOnlineAndAllowTrading())
			return;

		var frame = CandleType.Arg is TimeSpan tf ? tf : TimeSpan.Zero;
		var lastOfDay = (candle.OpenTime + frame).Date > day;

		if (Position > 0)
		{
			if (lastOfDay)
				SellMarket(Position);

			return;
		}

		if (!lastOfDay && Position == 0 && _tradesToday < MaxTradesPerDay && close >= highest && adx < AdxThreshold)
		{
			BuyMarket(Volume);
			_tradesToday++;
		}
	}
}