Bollinger Winner Lite-Strategie
Bollinger Winner Lite ist ein vereinfachtes Umkehrsystem, das reagiert, wenn der Preis über die Bollinger Bands hinaus gedehnt wird. Es beobachtet große Kerzen, die außerhalb eines Bandes schließen, und erwartet einen schnellen Rückprall nach innen.
Der CandlePercent-Parameter legt fest, wie groß die Ausbruchskerze im Verhältnis
zu den letzten Bewegungen sein muss. Nur Kerzen, die diesen Schwellenwert überschreiten,
lösen Trades aus und filtern kleine Schwankungen heraus. Standardmäßig handelt die
Strategie nur Long, aber die Aktivierung von ShowShort erlaubt gespiegelte
Short-Setups.
Ausstiege erfolgen, wenn der Preis das gegenüberliegende Band berührt oder zur mittleren Linie zurückkehrt. Es wird kein harter Stop verwendet; das System basiert auf Mean Reversion.
Details
- Daten: Kurskerzen.
- Einstiegskriterien:
- Long: Schlusskurs unter unterem Band mit Kerzengröße >
CandlePercent. - Short: Schlusskurs über oberem Band mit Kerzengröße >
CandlePercent(erfordertShowShort).
- Long: Schlusskurs unter unterem Band mit Kerzengröße >
- Ausstiegskriterien: Berührung des mittleren Bandes oder des gegenüberliegenden Bandes.
- Stops: Standardmäßig keine.
- Standardwerte:
BBLength= 20BBMultiplier= 2.0CandlePercent= 30ShowShort= false
- Filter:
- Kategorie: Mean Reversion
- Richtung: Standardmäßig nur Long
- Indikatoren: Bollinger Bands
- Komplexität: Einfach
- 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>
/// Bollinger Bands Winner LITE Strategy.
/// Buys when candle body extends below lower BB, sells when above upper BB.
/// </summary>
public class BollingerWinnerLiteStrategy : Strategy
{
private readonly StrategyParam<DataType> _candleTypeParam;
private readonly StrategyParam<int> _bbLength;
private readonly StrategyParam<decimal> _bbMultiplier;
private readonly StrategyParam<decimal> _candlePercent;
private readonly StrategyParam<bool> _showShort;
private readonly StrategyParam<int> _cooldownBars;
/// <summary>
/// Candle type for strategy calculation.
/// </summary>
public DataType CandleType
{
get => _candleTypeParam.Value;
set => _candleTypeParam.Value = value;
}
/// <summary>
/// Bollinger Bands period.
/// </summary>
public int BBLength
{
get => _bbLength.Value;
set => _bbLength.Value = value;
}
/// <summary>
/// Bollinger Bands standard deviation multiplier.
/// </summary>
public decimal BBMultiplier
{
get => _bbMultiplier.Value;
set => _bbMultiplier.Value = value;
}
/// <summary>
/// Candle percentage below/above the BB.
/// </summary>
public decimal CandlePercent
{
get => _candlePercent.Value;
set => _candlePercent.Value = value;
}
/// <summary>
/// Enable short entries.
/// </summary>
public bool ShowShort
{
get => _showShort.Value;
set => _showShort.Value = value;
}
/// <summary>
/// Cooldown bars between trades.
/// </summary>
public int CooldownBars
{
get => _cooldownBars.Value;
set => _cooldownBars.Value = value;
}
private BollingerBands _bollinger;
private int _cooldownRemaining;
public BollingerWinnerLiteStrategy()
{
_candleTypeParam = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle type", "Candle type for strategy calculation.", "General");
_bbLength = Param(nameof(BBLength), 20)
.SetGreaterThanZero()
.SetDisplay("BB Period", "Bollinger Bands period", "Bollinger Bands");
_bbMultiplier = Param(nameof(BBMultiplier), 1.5m)
.SetDisplay("BB StdDev", "Bollinger Bands standard deviation multiplier", "Bollinger Bands");
_candlePercent = Param(nameof(CandlePercent), 30m)
.SetDisplay("Candle %", "Candle percentage below/above the BB", "Strategy");
_showShort = Param(nameof(ShowShort), true)
.SetDisplay("Short entries", "Enable short entries", "Strategy");
_cooldownBars = Param(nameof(CooldownBars), 10)
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "Risk");
}
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType)];
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
_bollinger = null;
_cooldownRemaining = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_bollinger = new BollingerBands
{
Length = BBLength,
Width = BBMultiplier
};
var subscription = SubscribeCandles(CandleType);
subscription
.BindEx(_bollinger, OnProcess)
.Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, _bollinger);
DrawOwnTrades(area);
}
}
private void OnProcess(ICandleMessage candle, IIndicatorValue bollingerValue)
{
if (candle.State != CandleStates.Finished)
return;
if (!_bollinger.IsFormed)
return;
var bb = (BollingerBandsValue)bollingerValue;
if (bb.UpBand is not decimal upperBand ||
bb.LowBand is not decimal lowerBand)
return;
if (_cooldownRemaining > 0)
{
_cooldownRemaining--;
return;
}
var close = candle.ClosePrice;
var open = candle.OpenPrice;
var high = candle.HighPrice;
var low = candle.LowPrice;
// Buy: close below lower band (oversold)
var buy = close <= lowerBand;
// Sell: close above upper band (overbought)
var sell = close >= upperBand;
if (buy && Position <= 0)
{
if (Position < 0)
BuyMarket(Math.Abs(Position));
BuyMarket(Volume);
_cooldownRemaining = CooldownBars;
}
else if (sell)
{
if (Position > 0)
{
SellMarket(Math.Abs(Position));
_cooldownRemaining = CooldownBars;
}
else if (ShowShort && Position == 0)
{
SellMarket(Volume);
_cooldownRemaining = CooldownBars;
}
}
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan, Math
from StockSharp.Messages import DataType, CandleStates
from StockSharp.Algo.Indicators import BollingerBands
from StockSharp.Algo.Strategies import Strategy
class bollinger_winner_lite_strategy(Strategy):
"""Bollinger Bands Winner LITE Strategy. Buys when candle body extends below lower BB, sells when above upper BB."""
def __init__(self):
super(bollinger_winner_lite_strategy, self).__init__()
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))) \
.SetDisplay("Candle type", "Candle type for strategy calculation.", "General")
self._bb_length = self.Param("BBLength", 20) \
.SetDisplay("BB Period", "Bollinger Bands period", "Bollinger Bands")
self._bb_multiplier = self.Param("BBMultiplier", 1.5) \
.SetDisplay("BB StdDev", "Bollinger Bands standard deviation multiplier", "Bollinger Bands")
self._candle_percent = self.Param("CandlePercent", 30.0) \
.SetDisplay("Candle %", "Candle percentage below/above the BB", "Strategy")
self._show_short = self.Param("ShowShort", True) \
.SetDisplay("Short entries", "Enable short entries", "Strategy")
self._cooldown_bars = self.Param("CooldownBars", 10) \
.SetDisplay("Cooldown Bars", "Bars to wait between trades", "Risk")
self._bollinger = None
self._cooldown_remaining = 0
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(bollinger_winner_lite_strategy, self).OnReseted()
self._bollinger = None
self._cooldown_remaining = 0
def OnStarted2(self, time):
super(bollinger_winner_lite_strategy, self).OnStarted2(time)
self._bollinger = BollingerBands()
self._bollinger.Length = int(self._bb_length.Value)
self._bollinger.Width = float(self._bb_multiplier.Value)
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(self._bollinger, self._on_process).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, self._bollinger)
self.DrawOwnTrades(area)
def _on_process(self, candle, bollinger_value):
if candle.State != CandleStates.Finished:
return
if not self._bollinger.IsFormed:
return
bb = bollinger_value
if bb.UpBand is None or bb.LowBand is None:
return
if self._cooldown_remaining > 0:
self._cooldown_remaining -= 1
return
upper_band = float(bb.UpBand)
lower_band = float(bb.LowBand)
close = float(candle.ClosePrice)
cooldown = int(self._cooldown_bars.Value)
buy = close <= lower_band
sell = close >= upper_band
if buy and self.Position <= 0:
if self.Position < 0:
self.BuyMarket(Math.Abs(self.Position))
self.BuyMarket(self.Volume)
self._cooldown_remaining = cooldown
elif sell:
if self.Position > 0:
self.SellMarket(Math.Abs(self.Position))
self._cooldown_remaining = cooldown
elif bool(self._show_short.Value) and self.Position == 0:
self.SellMarket(self.Volume)
self._cooldown_remaining = cooldown
def CreateClone(self):
return bollinger_winner_lite_strategy()