मल्टीपल स्मूथ मूविंग एवरेज डायनेमिक क्रॉसओवर ट्रेंड ट्रैकिंग और मल्टीपल कन्फर्मेशन क्वांटिटेटिव ट्रेडिंग रणनीति

/*backtest
start: 2024-12-17 00:00:00
end: 2025-01-16 00:00:00
period: 1h
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT","balance":49999}]
*/

//@version=6
strategy("Optimized Triple Smoothed MA Crossover Strategy", overlay=true, default_qty_type=strategy.percent_of_equity, default_qty_value=200)

// === Input Settings ===
slength = input.int(7, "Main Smoothing Length", group="Moving Average Settings")
siglen = input.int(12, "Signal Length", group="Moving Average Settings")
src = input.source(close, "Data Source", group="Moving Average Settings")
mat = input.string("EMA", "Triple Smoothed MA Type", ["EMA", "SMA", "RMA", "WMA"], group="Moving Average Settings")
mat1 = input.string("EMA", "Signal Type", ["EMA", "SMA", "RMA", "WMA"], group="Moving Average Settings")

// === Trend Confirmation (Higher Timeframe Filter) ===
useTrendFilter = input.bool(true, "Enable Trend Filter (200 EMA)", group="Trend Confirmation")
trendMA = ta.ema(close, 200)

// === Momentum Filter (RSI Confirmation) ===
useRSIFilter = input.bool(true, "Enable RSI Confirmation", group="Momentum Confirmation")
rsi = ta.rsi(close, 14)
rsiThreshold = input.int(50, "RSI Threshold", group="Momentum Confirmation")

// === Volatility Filter (ATR) ===
useATRFilter = input.bool(true, "Enable ATR Filter", group="Volatility Filtering")
atr = ta.atr(14)
atrMa = ta.sma(atr, 14)

// === Risk Management (ATR-Based Stop Loss) ===
useAdaptiveSL = input.bool(true, "Use ATR-Based Stop Loss", group="Risk Management")
atrMultiplier = input.float(1.5, "ATR Multiplier for SL", minval=0.5, maxval=5, group="Risk Management")
takeProfitMultiplier = input.float(2, "Take Profit Multiplier", group="Risk Management")

// === Moving Average Function ===
ma(source, length, MAtype) =>
    switch MAtype
        "SMA" => ta.sma(source, length)
        "EMA" => ta.ema(source, length)
        "RMA" => ta.rma(source, length)
        "WMA" => ta.wma(source, length)

// === Triple Smoothed Calculation ===
tripleSmoothedMA = ma(ma(ma(src, slength, mat), slength, mat), slength, mat)
signalLine = ma(tripleSmoothedMA, siglen, mat1)

// === Crossovers (Entry Signals) ===
bullishCrossover = ta.crossunder(signalLine, tripleSmoothedMA)
bearishCrossover = ta.crossover(signalLine, tripleSmoothedMA)

// === Additional Confirmation Conditions ===
trendLongCondition = not useTrendFilter or (close > trendMA)  // Only long if price is above 200 EMA
trendShortCondition = not useTrendFilter or (close < trendMA) // Only short if price is below 200 EMA

rsiLongCondition = not useRSIFilter or (rsi > rsiThreshold)  // RSI above 50 for longs
rsiShortCondition = not useRSIFilter or (rsi < rsiThreshold) // RSI below 50 for shorts

atrCondition = not useATRFilter or (atr > atrMa)  // ATR must be above its MA for volatility confirmation

// === Final Trade Entry Conditions ===
longCondition = bullishCrossover and trendLongCondition and rsiLongCondition and atrCondition
shortCondition = bearishCrossover and trendShortCondition and rsiShortCondition and atrCondition

// === ATR-Based Stop Loss & Take Profit ===
longSL = close - (atr * atrMultiplier)
longTP = close + (atr * takeProfitMultiplier)

shortSL = close + (atr * atrMultiplier)
shortTP = close - (atr * takeProfitMultiplier)

// === Strategy Execution ===
if longCondition
    strategy.entry("Long", strategy.long)
    strategy.exit("Long Exit", from_entry="Long", stop=longSL, limit=longTP)

if shortCondition
    strategy.entry("Short", strategy.short)
    strategy.exit("Short Exit", from_entry="Short", stop=shortSL, limit=shortTP)

// === Plots ===
plot(tripleSmoothedMA, title="Triple Smoothed MA", color=color.blue)
plot(signalLine, title="Signal Line", color=color.red)
plot(trendMA, title="200 EMA", color=color.gray)

// === Alerts ===
alertcondition(longCondition, title="Bullish Signal", message="Triple Smoothed MA Bullish Crossover Confirmed")
alertcondition(shortCondition, title="Bearish Signal", message="Triple Smoothed MA Bearish Crossover Confirmed")