Fibo Stop 策略
概述
Fibo Stop 策略根据起始价和结束价之间的斐波那契回撤水平移动保护性止损。当价格突破新的斐波那契水平时,止损跟随该水平移动。
算法
- 根据起始价与结束价确定方向。结束价高于起始价则开多,否则开空。
- 计算斐波那契水平:0%、23.6%、38.6%、50%、61.8%、78.6%、100%、127%。
- 初始止损放在起始水平之外,距离为设定的价格步数。
- 当价格突破下一斐波那契水平时,止损移动到该水平并加上/减去偏移。
- 当价格触及移动后的止损时,平仓。
参数
FiboStart– 斐波那契计算的起始价格。FiboEnd– 斐波那契范围的结束价格。OffsetPoints– 在每个水平后用于放置止损的价格步数。CandleType– 用于监控价格的K线类型。
备注
策略只处理已完成的K线,示例展示了使用StockSharp高级API实现的斐波那契跟踪止损方法。
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>
/// Strategy that uses Fibonacci retracement levels for entry and trailing stop.
/// Enters on pullback to Fibonacci level and trails stop along levels.
/// </summary>
public class FiboStopStrategy : Strategy
{
private readonly StrategyParam<int> _lookbackPeriod;
private readonly StrategyParam<decimal> _entryFiboLevel;
private readonly StrategyParam<decimal> _stopLossPct;
private readonly StrategyParam<int> _cooldownBars;
private readonly StrategyParam<DataType> _candleType;
private decimal _highestHigh;
private decimal _lowestLow;
private int _barCount;
private int _barsSinceTrade;
private bool _rangeSet;
private decimal _entryPrice;
public int LookbackPeriod { get => _lookbackPeriod.Value; set => _lookbackPeriod.Value = value; }
public decimal EntryFiboLevel { get => _entryFiboLevel.Value; set => _entryFiboLevel.Value = value; }
public decimal StopLossPct { get => _stopLossPct.Value; set => _stopLossPct.Value = value; }
public int CooldownBars { get => _cooldownBars.Value; set => _cooldownBars.Value = value; }
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
public FiboStopStrategy()
{
_lookbackPeriod = Param(nameof(LookbackPeriod), 500)
.SetGreaterThanZero()
.SetDisplay("Lookback", "Bars to calculate high/low range", "General");
_entryFiboLevel = Param(nameof(EntryFiboLevel), 0.382m)
.SetDisplay("Entry Fibo", "Fibonacci level for entry (0.236, 0.382, 0.5, 0.618)", "Fibonacci");
_stopLossPct = Param(nameof(StopLossPct), 2m)
.SetDisplay("Stop Loss %", "Stop loss percentage", "Risk");
_cooldownBars = Param(nameof(CooldownBars), 50)
.SetGreaterThanZero()
.SetDisplay("Cooldown Bars", "Bars between new entries", "Risk");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).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();
_highestHigh = decimal.MinValue;
_lowestLow = decimal.MaxValue;
_barCount = 0;
_barsSinceTrade = CooldownBars;
_rangeSet = false;
_entryPrice = 0;
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
_highestHigh = decimal.MinValue;
_lowestLow = decimal.MaxValue;
var subscription = SubscribeCandles(CandleType);
subscription
.Bind(ProcessCandle)
.Start();
StartProtection(
stopLoss: new Unit(StopLossPct, UnitTypes.Percent),
takeProfit: new Unit(2, UnitTypes.Percent)
);
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawOwnTrades(area);
}
}
private void ProcessCandle(ICandleMessage candle)
{
if (candle.State != CandleStates.Finished)
return;
_barCount++;
_barsSinceTrade++;
if (candle.HighPrice > _highestHigh)
_highestHigh = candle.HighPrice;
if (candle.LowPrice < _lowestLow)
_lowestLow = candle.LowPrice;
if (_barCount < LookbackPeriod)
return;
if (!_rangeSet)
{
_rangeSet = true;
return;
}
var range = _highestHigh - _lowestLow;
if (range <= 0)
return;
// Calculate Fibonacci retracement levels from high
var fiboLevel = _highestHigh - range * EntryFiboLevel;
var fibo618 = _highestHigh - range * 0.618m;
if (Position == 0)
{
if (_barsSinceTrade < CooldownBars)
return;
if (candle.ClosePrice <= fiboLevel && candle.ClosePrice > fibo618)
{
BuyMarket();
_entryPrice = candle.ClosePrice;
_barsSinceTrade = 0;
}
else if (candle.ClosePrice >= _lowestLow + range * (1m - EntryFiboLevel) && candle.ClosePrice < _lowestLow + range * 0.382m)
{
SellMarket();
_entryPrice = candle.ClosePrice;
_barsSinceTrade = 0;
}
}
// Exits handled by StartProtection
// Update rolling high/low
if (_barCount > LookbackPeriod * 2)
{
_highestHigh = candle.HighPrice;
_lowestLow = candle.LowPrice;
_barCount = LookbackPeriod;
}
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import TimeSpan
from StockSharp.Messages import DataType, CandleStates, Unit, UnitTypes
from StockSharp.Algo.Strategies import Strategy
class fibo_stop_strategy(Strategy):
def __init__(self):
super(fibo_stop_strategy, self).__init__()
self._lookback_period = self.Param("LookbackPeriod", 500) \
.SetGreaterThanZero() \
.SetDisplay("Lookback", "Bars to calculate high/low range", "General")
self._entry_fibo_level = self.Param("EntryFiboLevel", 0.382) \
.SetDisplay("Entry Fibo", "Fibonacci level for entry (0.236, 0.382, 0.5, 0.618)", "Fibonacci")
self._stop_loss_pct = self.Param("StopLossPct", 2.0) \
.SetDisplay("Stop Loss %", "Stop loss percentage", "Risk")
self._cooldown_bars = self.Param("CooldownBars", 50) \
.SetGreaterThanZero() \
.SetDisplay("Cooldown Bars", "Bars between new entries", "Risk")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))) \
.SetDisplay("Candle Type", "Type of candles to use", "General")
self._highest_high = -1e18
self._lowest_low = 1e18
self._bar_count = 0
self._bars_since_trade = 0
self._range_set = False
self._entry_price = 0.0
@property
def lookback_period(self):
return self._lookback_period.Value
@property
def entry_fibo_level(self):
return self._entry_fibo_level.Value
@property
def stop_loss_pct(self):
return self._stop_loss_pct.Value
@property
def cooldown_bars(self):
return self._cooldown_bars.Value
@property
def candle_type(self):
return self._candle_type.Value
def OnReseted(self):
super(fibo_stop_strategy, self).OnReseted()
self._highest_high = -1e18
self._lowest_low = 1e18
self._bar_count = 0
self._bars_since_trade = self.cooldown_bars
self._range_set = False
self._entry_price = 0.0
def OnStarted2(self, time):
super(fibo_stop_strategy, self).OnStarted2(time)
self._highest_high = -1e18
self._lowest_low = 1e18
subscription = self.SubscribeCandles(self.candle_type)
subscription.Bind(self.process_candle).Start()
self.StartProtection(
Unit(float(self.stop_loss_pct), UnitTypes.Percent),
Unit(2, UnitTypes.Percent))
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawOwnTrades(area)
def process_candle(self, candle):
if candle.State != CandleStates.Finished:
return
self._bar_count += 1
self._bars_since_trade += 1
h = float(candle.HighPrice)
l = float(candle.LowPrice)
if h > self._highest_high:
self._highest_high = h
if l < self._lowest_low:
self._lowest_low = l
if self._bar_count < self.lookback_period:
return
if not self._range_set:
self._range_set = True
return
rng = self._highest_high - self._lowest_low
if rng <= 0:
return
fibo = float(self.entry_fibo_level)
fibo_level = self._highest_high - rng * fibo
fibo_618 = self._highest_high - rng * 0.618
close = float(candle.ClosePrice)
if self.Position == 0:
if self._bars_since_trade < self.cooldown_bars:
return
if close <= fibo_level and close > fibo_618:
self.BuyMarket()
self._entry_price = close
self._bars_since_trade = 0
elif close >= self._lowest_low + rng * (1.0 - fibo) and close < self._lowest_low + rng * 0.382:
self.SellMarket()
self._entry_price = close
self._bars_since_trade = 0
if self._bar_count > self.lookback_period * 2:
self._highest_high = h
self._lowest_low = l
self._bar_count = self.lookback_period
def CreateClone(self):
return fibo_stop_strategy()