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Strategie Tweezer Bottom

Der Tweezer Bottom ist ein Zwei-Kerzen-Umkehrmuster, das nach einem Rückgang erscheint. Beide Kerzen teilen ein ähnliches Tief, was signalisiert, dass Verkäufer nicht über dieses Niveau hinaus drücken konnten.

Tests zeigen eine durchschnittliche jährliche Rendite von etwa 184%. Die Strategie funktioniert am besten am Kryptomarkt.

Diese Strategie geht long, nachdem die zweite Kerze den gemeinsamen Boden bestätigt hat, in Erwartung einer Erholung, wenn der Verkaufsdruck nachlässt.

Stops werden knapp unterhalb des gemeinsamen Tiefs platziert, um das Risiko zu steuern, und die Position wird beendet, wenn der Preis keine Erholung zeigt.

Details

  • Einstiegskriterien: Mustererkennung
  • Long/Short: Beide
  • Ausstiegskriterien: Stop-Loss oder entgegengesetztes Signal
  • Stops: Ja, prozentbasiert
  • Standardwerte:
    • CandleType = 15 Minuten
    • StopLoss = 2%
  • Filter:
    • Kategorie: Muster
    • Richtung: Beide
    • Indikatoren: Candlestick
    • Stops: Ja
    • Komplexität: Mittel
    • Zeitrahmen: Intraday
    • Saisonalität: Nein
    • Neuronale Netze: Nein
    • Divergenz: Nein
    • Risikolevel: Mittel
using System;
using System.Collections.Generic;

using Ecng.Common;

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

namespace StockSharp.Samples.Strategies;

/// <summary>
/// Tweezer Bottom strategy.
/// Enters long on Tweezer Bottom (bearish then bullish with matching lows).
/// Enters short on Tweezer Top (bullish then bearish with matching highs).
/// Uses SMA for exit confirmation.
/// Uses cooldown to control trade frequency.
/// </summary>
public class TweezerBottomStrategy : Strategy
{
	private readonly StrategyParam<decimal> _tolerancePercent;
	private readonly StrategyParam<int> _maLength;
	private readonly StrategyParam<DataType> _candleType;
	private readonly StrategyParam<int> _cooldownBars;

	private ICandleMessage _prevCandle;
	private int _cooldown;

	/// <summary>
	/// Tolerance for matching lows/highs.
	/// </summary>
	public decimal TolerancePercent
	{
		get => _tolerancePercent.Value;
		set => _tolerancePercent.Value = value;
	}

	/// <summary>
	/// MA period for exit.
	/// </summary>
	public int MaLength
	{
		get => _maLength.Value;
		set => _maLength.Value = value;
	}

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

	/// <summary>
	/// Cooldown bars.
	/// </summary>
	public int CooldownBars
	{
		get => _cooldownBars.Value;
		set => _cooldownBars.Value = value;
	}

	/// <summary>
	/// Constructor.
	/// </summary>
	public TweezerBottomStrategy()
	{
		_tolerancePercent = Param(nameof(TolerancePercent), 0.1m)
			.SetRange(0.05m, 1m)
			.SetDisplay("Tolerance %", "Max diff between lows/highs", "Pattern");

		_maLength = Param(nameof(MaLength), 20)
			.SetRange(10, 50)
			.SetDisplay("MA Length", "Period of SMA for exit", "Indicators");

		_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(1).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles to use", "General");

		_cooldownBars = Param(nameof(CooldownBars), 500)
			.SetRange(1, 1000)
			.SetDisplay("Cooldown Bars", "Bars to wait between trades", "General");
	}

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

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();
		_prevCandle = null;
		_cooldown = default;
	}

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

		_prevCandle = null;
		_cooldown = 0;

		var sma = new SimpleMovingAverage { Length = MaLength };

		var subscription = SubscribeCandles(CandleType);
		subscription
			.Bind(sma, ProcessCandle)
			.Start();

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

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

		if (!IsFormedAndOnlineAndAllowTrading())
			return;

		if (_prevCandle == null)
		{
			_prevCandle = candle;
			return;
		}

		if (_cooldown > 0)
		{
			_cooldown--;
			_prevCandle = candle;
			return;
		}

		var lowTolerance = _prevCandle.LowPrice * (TolerancePercent / 100m);
		var highTolerance = _prevCandle.HighPrice * (TolerancePercent / 100m);

		// Tweezer Bottom: prev bearish, current bullish, matching lows
		var isTweezerBottom =
			_prevCandle.ClosePrice < _prevCandle.OpenPrice &&
			candle.ClosePrice > candle.OpenPrice &&
			Math.Abs(_prevCandle.LowPrice - candle.LowPrice) <= lowTolerance;

		// Tweezer Top: prev bullish, current bearish, matching highs
		var isTweezerTop =
			_prevCandle.ClosePrice > _prevCandle.OpenPrice &&
			candle.ClosePrice < candle.OpenPrice &&
			Math.Abs(_prevCandle.HighPrice - candle.HighPrice) <= highTolerance;

		if (Position == 0 && isTweezerBottom)
		{
			BuyMarket();
			_cooldown = CooldownBars;
		}
		else if (Position == 0 && isTweezerTop)
		{
			SellMarket();
			_cooldown = CooldownBars;
		}
		else if (Position > 0 && candle.ClosePrice < smaValue)
		{
			SellMarket();
			_cooldown = CooldownBars;
		}
		else if (Position < 0 && candle.ClosePrice > smaValue)
		{
			BuyMarket();
			_cooldown = CooldownBars;
		}

		_prevCandle = candle;
	}
}