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MAM Crossover Trader Strategy

Strategy built on comparing simple moving averages of candle close and open prices. A long signal occurs when the close SMA crosses above the open SMA and the previous bar confirmed a transition from below. A short signal appears on the opposite pattern. Opposite positions are closed on signal reversal. Optional fixed stop-loss and take-profit protect trades.

Details

  • Entry Criteria: Pattern of SMA(close) and SMA(open) crossovers over the last two bars.
  • Long/Short: Both directions.
  • Exit Criteria: Opposite crossover or protective stops.
  • Stops: Yes.
  • Default Values:
    • MaPeriod = 20
    • StopLossTicks = 40
    • TakeProfitTicks = 190
    • CandleType = TimeSpan.FromMinutes(1)
  • Filters:
    • Category: Trend
    • Direction: Both
    • Indicators: SMA
    • Stops: Fixed
    • Complexity: Basic
    • Timeframe: Intraday (1m)
    • Seasonality: No
    • Neural Networks: No
    • Divergence: No
    • Risk Level: Medium
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>
/// MAM crossover using SMA of close prices with different periods.
/// </summary>
public class MamCrossoverTraderStrategy : Strategy
{
	private readonly StrategyParam<int> _fastPeriod;
	private readonly StrategyParam<int> _slowPeriod;
	private readonly StrategyParam<DataType> _candleType;

	private decimal _prevDiff;

	public int FastPeriod { get => _fastPeriod.Value; set => _fastPeriod.Value = value; }
	public int SlowPeriod { get => _slowPeriod.Value; set => _slowPeriod.Value = value; }
	public DataType CandleType { get => _candleType.Value; set => _candleType.Value = value; }

	public MamCrossoverTraderStrategy()
	{
		_fastPeriod = Param(nameof(FastPeriod), 10)
			.SetGreaterThanZero()
			.SetDisplay("Fast Period", "Fast SMA period", "Indicators");

		_slowPeriod = Param(nameof(SlowPeriod), 20)
			.SetGreaterThanZero()
			.SetDisplay("Slow Period", "Slow SMA period", "Indicators");

		_candleType = Param(nameof(CandleType), TimeSpan.FromHours(4).TimeFrame())
			.SetDisplay("Candle Type", "Type of candles", "General");
	}

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

	/// <inheritdoc />
	protected override void OnReseted()
	{
		base.OnReseted();
		_prevDiff = 0;
	}

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

		var fastSma = new SimpleMovingAverage { Length = FastPeriod };
		var slowSma = new SimpleMovingAverage { Length = SlowPeriod };

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

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

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

		var diff = fast - slow;
		var crossUp = _prevDiff <= 0 && diff > 0;
		var crossDown = _prevDiff >= 0 && diff < 0;
		_prevDiff = diff;

		if (crossUp && Position <= 0)
			BuyMarket();
		else if (crossDown && Position >= 0)
			SellMarket();
	}
}