PresentTrend RMI Synergy
原生Relative Momentum Index配合收盘SMA入场,随后用仅向保护方向收紧的SMA/ATR价格止损。不声称盈利表现。
指标和入场
默认使用已完成的五分钟蜡烛。原生RMI:d[t]=close[t]-close[t-RmiMomentum],lag=3。最后RmiPeriod=21个动量样本中,U为正d的均值(其余计零),D为负d绝对值的均值(其余计零),RMI=100*U/(U+D)。分母为零时无入场值。这是原生滚动均值相对动量计算。
收盘SMA和原生Wilder ATR共享SuperTrendLength=5;ATR包含相对前一close的跳空,以增长均值开始,然后Wilder平滑。三个指标形成后,仅从空仓入场:RMI>60且close>SMA做多;RMI<40且close<SMA做空。按策略Volume发市价单。持仓期间忽略新的入场信号。
Direction是可选的类型化Sides过滤器:C#的null或Python的None表示双向,Sides.Buy仅多,Sides.Sell仅空。只限制入场,止损始终平掉实际持仓;不使用字符串或数字方向代码。
跟踪止损
width=SuperTrendMultiplier*ATR,默认倍数4。多头入场的stop=SMA-width,后续已完成蜡烛取max(previousStop,SMA-width);空头入场stop=SMA+width,随后取min(previousStop,SMA+width)。持仓期间从不放松。初始止损来自信号蜡烛的SMA/ATR,不按成交价重算;保留的SuperTrend参数名配置这些以SMA为中心的带。
正bid≤多头stop或正ask≥空头stop时,市价平掉全部实际数量。更新stop后也检查已完成close,当前close到达新stop可立即退出。蜡烛之间的真实报价可触发退出。新stop只用于当前及后续观测价格,不回看该蜡烛此前的high/low。当前RMI为空时,SMA/ATR仍可更新保护。
这是本地价格监控;按报价进行盘中保护需Level1 bid/ask,无报价时仍检查close。不提交交易所原生止损单,成交价可偏离阈值。未完成订单阻止重复,指标和stop继续更新。止损退出的蜡烛不再次入场,稍后的合格蜡烛可重入。没有EMA、六小时冷却、相反信号立即反转或独立止盈。
| 参数 | 默认值 |
|---|---|
RmiPeriod |
21,正 |
RmiMomentum |
3,正的close lag |
SuperTrendLength |
5,正的共享SMA/ATR周期 |
SuperTrendMultiplier |
4,正的ATR宽度 |
Direction |
未设置,双向 |
CandleType |
5分钟 |
C#和Python在现有BTC/TON历史上独立计算动量和、SMA、Wilder ATR及收紧止损。验证每个入场、可执行价格退出和实际持仓、两方向及过滤、持仓中忽略相反入场、紧止损的蜡烛间触发和小于六小时的入场间隔。
namespace StockSharp.Samples.Strategies;
using System;
using System.Collections.Generic;
using Ecng.Common;
using StockSharp.Algo;
using StockSharp.Algo.Indicators;
using StockSharp.Algo.Strategies;
using StockSharp.BusinessEntities;
using StockSharp.Messages;
/// <summary>
/// Opens flat-position trades on native RMI momentum and SMA alignment,
/// then exits only at a ratcheted SMA/Wilder ATR price stop.
/// </summary>
public class PresentTrendRmiSynergyStrategy : Strategy
{
private readonly StrategyParam<int> _rmiPeriod;
private readonly StrategyParam<int> _rmiMomentum;
private readonly StrategyParam<int> _superTrendLength;
private readonly StrategyParam<decimal> _superTrendMultiplier;
private readonly StrategyParam<Sides?> _direction;
private readonly StrategyParam<DataType> _candleType;
private decimal? _stopPrice;
private Order _pendingOrder;
/// <summary>Initializes RMI21 with momentum3, SMA/ATR5, multiplier4 and both directions on five-minute candles.</summary>
public PresentTrendRmiSynergyStrategy()
{
_rmiPeriod = Param(nameof(RmiPeriod), 21).SetGreaterThanZero()
.SetDisplay("RMI Period", "Native rolling mean period of positive/negative momentum", "Indicators");
_rmiMomentum = Param(nameof(RmiMomentum), 3).SetGreaterThanZero()
.SetDisplay("RMI Momentum", "Closed-bar lag of each close-price momentum sample", "Indicators");
_superTrendLength = Param(nameof(SuperTrendLength), 5).SetGreaterThanZero()
.SetDisplay("SuperTrend Length", "Shared close SMA and Wilder ATR period for trailing bands", "Protection");
_superTrendMultiplier = Param(nameof(SuperTrendMultiplier), 4m).SetGreaterThanZero()
.SetDisplay("SuperTrend Multiplier", "ATR width of the ratcheted SMA price stop", "Protection");
_direction = Param<Sides?>(nameof(Direction), null)
.SetDisplay("Direction", "Entry side filter: Buy for long, Sell for short, unset for both", "Trading");
_candleType = Param(nameof(CandleType), TimeSpan.FromMinutes(5).TimeFrame())
.SetDisplay("Candle Type", "Finished candles supplying RMI, SMA and ATR", "General");
OrderRegistering += order => _pendingOrder = order;
}
/// <summary>Positive native RMI rolling mean period.</summary>
public int RmiPeriod { get => _rmiPeriod.Value; set => _rmiPeriod.Value = value; }
/// <summary>Positive close-price momentum lag, in finished candles.</summary>
public int RmiMomentum { get => _rmiMomentum.Value; set => _rmiMomentum.Value = value; }
/// <summary>Positive shared SMA and Wilder ATR period.</summary>
public int SuperTrendLength { get => _superTrendLength.Value; set => _superTrendLength.Value = value; }
/// <summary>Positive ATR multiplier of the trailing stop.</summary>
public decimal SuperTrendMultiplier { get => _superTrendMultiplier.Value; set => _superTrendMultiplier.Value = value; }
/// <summary>Allowed entry side; null permits both. Stops always close the held side.</summary>
public Sides? Direction { get => _direction.Value; set => _direction.Value = value; }
/// <summary>Finished candle type; five minutes by default.</summary>
public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }
/// <inheritdoc />
public override IEnumerable<(Security sec, DataType dt)> GetWorkingSecurities()
=> [(Security, CandleType), (Security, DataType.Level1)];
private void ResetState()
{
_stopPrice = null;
_pendingOrder = null;
}
/// <inheritdoc />
protected override void OnReseted()
{
base.OnReseted();
ResetState();
}
/// <inheritdoc />
protected override void OnStarted2(DateTime time)
{
base.OnStarted2(time);
if (RmiPeriod <= 0 || RmiMomentum <= 0 || SuperTrendLength <= 0 || SuperTrendMultiplier <= 0m
|| Direction is Sides direction && direction is not (Sides.Buy or Sides.Sell))
throw new ArgumentException("Periods and ATR multiplier must be positive; direction must be Buy, Sell or unset for both.");
ResetState();
foreach (var field in new[] { Level1Fields.BestBidPrice, Level1Fields.BestAskPrice })
{
var quotes = new Subscription(DataType.Level1, Security);
quotes.MarketData.BuildField = field;
SubscribeLevel1(quotes).Bind(ObserveQuote).Start();
}
var rmi = new RelativeMomentumIndex { Length = RmiPeriod, MomentumPeriod = RmiMomentum };
var mean = new SimpleMovingAverage { Length = SuperTrendLength };
var atr = new AverageTrueRange { Length = SuperTrendLength };
var subscription = SubscribeCandles(CandleType);
subscription.BindEx([rmi, mean, atr], ProcessCandle, allowEmpty: true).Start();
var area = CreateChartArea();
if (area != null)
{
DrawCandles(area, subscription);
DrawIndicator(area, mean);
DrawOwnTrades(area);
}
}
private bool IsPending => _pendingOrder is not null && _pendingOrder.State is not (OrderStates.Done or OrderStates.Failed);
private void Submit(Sides side, decimal volume, string comment)
=> RegisterOrder(new Order
{
Security = Security,
Portfolio = Portfolio,
Type = OrderTypes.Market,
Side = side,
Volume = volume,
Comment = comment,
});
private bool TryStopExit(decimal price)
{
if (Position == 0m || _stopPrice is not decimal stop || IsPending || !IsFormedAndOnlineAndAllowTrading())
return false;
if (Position > 0m ? price > stop : price < stop)
return false;
Submit(Position > 0m ? Sides.Sell : Sides.Buy, Math.Abs(Position), "RMI ATR trailing stop");
return true;
}
private void ObserveQuote(Level1ChangeMessage quote)
{
var field = Position > 0m ? Level1Fields.BestBidPrice : Level1Fields.BestAskPrice;
if (quote.TryGetDecimal(field) is decimal price && price > 0m)
TryStopExit(price);
}
private void ProcessCandle(ICandleMessage candle, IIndicatorValue[] values)
{
if (candle.State != CandleStates.Finished || values[1].IsEmpty || !values[1].IsFormed
|| values[2].IsEmpty || !values[2].IsFormed)
return;
var mean = values[1].ToDecimal();
var width = values[2].ToDecimal() * SuperTrendMultiplier;
if (Position != 0m)
{
var candidate = Position > 0m ? mean - width : mean + width;
_stopPrice = _stopPrice is decimal previous ? Position > 0m ? Math.Max(previous, candidate) : Math.Min(previous, candidate) : candidate;
TryStopExit(candle.ClosePrice);
return;
}
if (values[0].IsEmpty || !values[0].IsFormed || IsPending || !IsFormedAndOnlineAndAllowTrading())
return;
var rmi = values[0].ToDecimal();
Sides? side = rmi > 60m && candle.ClosePrice > mean ? Sides.Buy
: rmi < 40m && candle.ClosePrice < mean ? Sides.Sell : null;
if (side is not Sides entry || Direction is Sides allowed && entry != allowed)
return;
_stopPrice = entry == Sides.Buy ? mean - width : mean + width;
Submit(entry, Volume, "RMI SMA aligned entry");
}
}
import clr
clr.AddReference("StockSharp.Messages")
clr.AddReference("StockSharp.BusinessEntities")
clr.AddReference("StockSharp.Algo")
clr.AddReference("StockSharp.Algo.Indicators")
clr.AddReference("StockSharp.Algo.Strategies")
from System import Array, ArgumentException, Decimal, Nullable, TimeSpan
from StockSharp.Messages import CandleStates, DataType, Level1Fields, OrderStates, OrderTypes, Sides
from StockSharp.BusinessEntities import Order, Subscription
from StockSharp.Algo.Indicators import AverageTrueRange, IIndicator, RelativeMomentumIndex, SimpleMovingAverage
from StockSharp.Algo.Strategies import Strategy
class present_trend_rmi_synergy_strategy(Strategy):
def __init__(self):
super(present_trend_rmi_synergy_strategy, self).__init__()
self._rmi_period = self.Param("RmiPeriod", 21).SetGreaterThanZero() \
.SetDisplay("RMI Period", "Native rolling mean period of positive/negative momentum", "Indicators")
self._rmi_momentum = self.Param("RmiMomentum", 3).SetGreaterThanZero() \
.SetDisplay("RMI Momentum", "Closed-bar lag of each close-price momentum sample", "Indicators")
self._super_trend_length = self.Param("SuperTrendLength", 5).SetGreaterThanZero() \
.SetDisplay("SuperTrend Length", "Shared close SMA and Wilder ATR period for trailing bands", "Protection")
self._super_trend_multiplier = self.Param("SuperTrendMultiplier", Decimal(4)).SetGreaterThanZero() \
.SetDisplay("SuperTrend Multiplier", "ATR width of the ratcheted SMA price stop", "Protection")
self._direction = self.Param[Nullable[Sides]]("Direction", None) \
.SetDisplay("Direction", "Entry side filter: Buy for long, Sell for short, unset for both", "Trading")
self._candle_type = self.Param("CandleType", DataType.TimeFrame(TimeSpan.FromMinutes(5))) \
.SetDisplay("Candle Type", "Finished candles supplying RMI, SMA and ATR", "General")
self._reset_state()
self.OrderRegistering += self._observe_order
@property
def candle_type(self):
return self._candle_type.Value
@candle_type.setter
def candle_type(self, value):
self._candle_type.Value = value
def _reset_state(self):
self._stop_price = None
self._pending_order = None
def OnReseted(self):
super(present_trend_rmi_synergy_strategy, self).OnReseted()
self._reset_state()
def _observe_order(self, order):
self._pending_order = order
def OnStarted2(self, time):
super(present_trend_rmi_synergy_strategy, self).OnStarted2(time)
direction = self._direction.Value
if self._rmi_period.Value <= 0 or self._rmi_momentum.Value <= 0 or self._super_trend_length.Value <= 0 \
or self._super_trend_multiplier.Value <= 0 \
or direction is not None and direction != Sides.Buy and direction != Sides.Sell:
raise ArgumentException("Periods and ATR multiplier must be positive; direction must be Buy, Sell or unset for both.")
self._reset_state()
for field in (Level1Fields.BestBidPrice, Level1Fields.BestAskPrice):
quotes = Subscription(DataType.Level1, self.Security)
quotes.MarketData.BuildField = field
self.SubscribeLevel1(quotes).Bind(self._observe_quote).Start()
rmi = RelativeMomentumIndex()
rmi.Length = self._rmi_period.Value
rmi.MomentumPeriod = self._rmi_momentum.Value
mean = SimpleMovingAverage()
mean.Length = self._super_trend_length.Value
atr = AverageTrueRange()
atr.Length = self._super_trend_length.Value
subscription = self.SubscribeCandles(self.candle_type)
subscription.BindEx(Array[IIndicator]([rmi, mean, atr]), self.OnProcess, True).Start()
area = self.CreateChartArea()
if area is not None:
self.DrawCandles(area, subscription)
self.DrawIndicator(area, mean)
self.DrawOwnTrades(area)
def _is_pending(self):
order = self._pending_order
return order is not None and order.State != OrderStates.Done and order.State != OrderStates.Failed
def _submit(self, side, volume, comment):
order = Order()
order.Security = self.Security
order.Portfolio = self.Portfolio
order.Type = OrderTypes.Market
order.Side = side
order.Volume = volume
order.Comment = comment
self.RegisterOrder(order)
def _try_stop_exit(self, price):
stop = self._stop_price
if self.Position == 0 or stop is None or self._is_pending() or not self.IsFormedAndOnlineAndAllowTrading():
return False
if price > stop if self.Position > 0 else price < stop:
return False
self._submit(Sides.Sell if self.Position > 0 else Sides.Buy, abs(self.Position), "RMI ATR trailing stop")
return True
def _observe_quote(self, quote):
field = Level1Fields.BestBidPrice if self.Position > 0 else Level1Fields.BestAskPrice
if quote.Changes.ContainsKey(field) and quote.Changes[field] > 0:
self._try_stop_exit(quote.Changes[field])
def OnProcess(self, candle, values):
if candle.State != CandleStates.Finished or values[1].IsEmpty or not values[1].IsFormed \
or values[2].IsEmpty or not values[2].IsFormed:
return
mean = values[1].GetValue[Decimal](None)
width = values[2].GetValue[Decimal](None) * self._super_trend_multiplier.Value
if self.Position != 0:
candidate = mean - width if self.Position > 0 else mean + width
self._stop_price = candidate if self._stop_price is None \
else max(self._stop_price, candidate) if self.Position > 0 else min(self._stop_price, candidate)
self._try_stop_exit(candle.ClosePrice)
return
if values[0].IsEmpty or not values[0].IsFormed or self._is_pending() or not self.IsFormedAndOnlineAndAllowTrading():
return
rmi = values[0].GetValue[Decimal](None)
side = Sides.Buy if rmi > 60 and candle.ClosePrice > mean \
else Sides.Sell if rmi < 40 and candle.ClosePrice < mean else None
direction = self._direction.Value
if side is None or direction is not None and side != direction:
return
self._stop_price = mean - width if side == Sides.Buy else mean + width
self._submit(side, self.Volume, "RMI SMA aligned entry")
def CreateClone(self):
return present_trend_rmi_synergy_strategy()