یہ حکمت عملی متعدد اشارے جیسے تیز ، درمیانے ، سست ایم اے لائنز اور ایم اے سی ڈی کو یکجا کرتی ہے تاکہ جامع تجارتی سگنل پیدا کیے جاسکیں ، اور خطرے کی سطح کو کنٹرول کرنے کے لئے اے ٹی آر پر مبنی متحرک اسٹاپ نقصان کا استعمال کرتی ہے۔ یہ درمیانی مدتی خودکار تجارت کے لئے موزوں ہے۔
یہ حکمت عملی بنیادی طور پر ای ایم اے ، ایم اے سی ڈی اور اے ٹی آر اشارے کا استعمال کرتی ہے۔ ای ایم اے فاسٹ ، میڈیم اور سست لائنیں رجحان فیصلے کا نظام تشکیل دیتی ہیں۔ ایم اے سی ڈی تجارتی سگنل تیار کرتی ہے۔ اے ٹی آر اسٹاپ نقصان کی لائنوں کو متحرک طور پر طے کرتی ہے۔ خاص طور پر ، رجحان کی سمت ای ایم اے لائنوں کے امتزاج سے طے ہوتی ہے۔ ایم اے سی ڈی کراس اوور 0 انٹری سگنل ہے۔ جب تیز لائن میڈیم لائن سے اوپر کراس کرتی ہے تو لانگ انٹری کریں ، اور نیچے کراس کرتے وقت باہر نکلیں۔ جب تیز لائن میڈیم لائن سے نیچے کراس کرتی ہے تو شارٹ انٹری کریں ، اور اس سے اوپر کراس کرتے وقت باہر نکلیں۔ اسٹاپ نقصان کو مارکیٹ کی اتار چڑھاؤ کے مطابق خطرے کو کنٹرول کرنے کے لئے اے ٹی آر کی بنیاد پر متحرک طور پر ایڈجسٹ کیا جاتا ہے۔
یہ حکمت عملی درست رجحان فیصلے اور ڈراؤنڈ کنٹرول کے لئے متعدد اشارے کے فوائد کو یکجا کرتی ہے۔ پیرامیٹر کی اصلاح اور فلٹرز کو شامل کرنے جیسی مزید اصلاحات استحکام کو بہتر بناسکتی ہیں۔ مجموعی طور پر یہ ایک عام اور قابل اعتماد حکمت عملی ہے جو درمیانی مدتی خودکار تجارت کے لئے موزوں ہے جس میں بڑی عملی قیمت ہے۔
/*backtest start: 2023-09-18 00:00:00 end: 2023-09-18 21:00:00 period: 1h basePeriod: 15m exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}] */ //@version=4 strategy("STRAT_STEMWAP", overlay=true, pyramiding = 0, default_qty_value = 10, slippage = 3) EMA_Smooth_Period = input(7, minval=1) ST_EMA = ema(close, EMA_Smooth_Period) ST_VWAP_Period = input(7, minval=1) VWAP_TUNING_MULT = input(type=input.float, defval=0.000) ST_VWAP = ema(vwap,ST_VWAP_Period) ST_VWAP_TUNING = VWAP_TUNING_MULT * (ST_EMA - ST_VWAP) length = input(title="ATR Period", type=input.integer, defval=13) mult = input(title="ATR Multiplier", type=input.float, step=0.1, defval=2.0) showLabels = input(title="Show Buy/Sell Labels ?", type=input.bool, defval=true) highlightState = input(title="Highlight State ?", type=input.bool, defval=true) atr = mult * atr(length) StopLoss_Long_Adjust = input(22.00, type=input.float) StopLoss_Short_Adjust = input(16.00, type=input.float) longStop = (ST_EMA) - atr - (ST_VWAP_TUNING) - StopLoss_Long_Adjust longStopPrev = nz(longStop[1], longStop) longStop := (close[1]) > longStopPrev ? max(longStop, longStopPrev) : longStop shortStop = (ST_EMA) + atr - (ST_VWAP_TUNING) + StopLoss_Short_Adjust shortStopPrev = nz(shortStop[1], shortStop) shortStop := (close[1]) < shortStopPrev ? min(shortStop, shortStopPrev) : shortStop dir = 1 dir := nz(dir[1], dir) dir := dir == -1 and (close) > shortStopPrev ? 1 : dir == 1 and (close) < longStopPrev ? -1 : dir fastLength = input(1, minval=1), medLength=input(4, minval=1), slowLength=input(24, minval=1), signalLength=input(8,minval=1) fastMA = ema(close, fastLength) //,fastMA1 = ema(close[1], fastLength), fastMA2 = ema(close[2], fastLength),fastMA3 = ema(close[3], fastLength),fastMA4 = ema(close[4], fastLength),fastMA5 = ema(close[5], fastLength), fastMA6 = ema(close[6], fastLength), fastMA7 = ema(close[7], fastLength),fastMA8 = ema(close[8], fastLength),fastMA9 = ema(close[9], fastLength),fastMA10 = ema(close[10], fastLength),fastMA11 = ema(close[11], fastLength),fastMA12 = ema(close[12], fastLength),fastMA13 = ema(close[13], fastLength) medMA = ema(close, medLength) //, medMA1 = ema(close[1], medLength), medMA2 = ema(close[2], medLength), medMA3 = ema(close[3], medLength), medMA4 = ema(close[4], medLength), medMA5 = ema(close[5], medLength), medMA6 = ema(close[6], medLength), medMA7 = ema(close[7], medLength), medMA8 = ema(close[8], medLength), medMA9 = ema(close[9], medLength), medMA10 = ema(close[10], medLength), medMA11 = ema(close[11], medLength), medMA12 = ema(close[12], medLength), medMA13 = ema(close[13], medLength) slowMA = ema(close, slowLength) //, slowMA1 = ema(close[1], slowLength), slowMA2 = ema(close[2], slowLength), slowMA3 = ema(close[3], slowLength), slowMA4 = ema(close[4], slowLength), slowMA5 = ema(close[5], slowLength), slowMA6 = ema(close[6], slowLength), slowMA7 = ema(close[7], slowLength), slowMA8 = ema(close[8], slowLength), slowMA9 = ema(close[9], slowLength), slowMA10 = ema(close[10], slowLength), slowMA11 = ema(close[11], slowLength), slowMA12 = ema(close[12], slowLength), slowMA13 = ema(close[13], slowLength) macd = fastMA - slowMA //, macd1 = fastMA1 - slowMA1, macd2 = fastMA2 - slowMA2, macd3 = fastMA3 - slowMA3, macd4 = fastMA4 - slowMA4, macd5 = fastMA5 - slowMA5, macd6 = fastMA6 - slowMA6, macd7 = fastMA7 - slowMA7, macd8 = fastMA8 - slowMA8, macd9 = fastMA9 - slowMA9, macd10 = fastMA10 - slowMA10, macd11 = fastMA11 - slowMA11, macd12 = fastMA12 - slowMA12, macd13 = fastMA13 - slowMA13 fmacd = fastMA - medMA //, fmacd1 = fastMA1 - medMA1,fmacd2 = fastMA2 - medMA2,fmacd3 = fastMA3 - medMA3,fmacd4 = fastMA4 - medMA4,fmacd5 = fastMA5 - medMA5, fmacd6 = fastMA6 - medMA6, fmacd7 = fastMA7 - medMA7, fmacd8 = fastMA8 - medMA8, fmacd9 = fastMA9 - medMA9, fmacd10 = fastMA10 - medMA10, fmacd11 = fastMA11 - medMA11, fmacd12 = fastMA12 - medMA12, fmacd13 = fastMA13 - medMA13 smacd = slowMA - medMA //, smacd1 = slowMA1 - medMA1, smacd2 = slowMA2 - medMA2, smacd3 = slowMA3 - medMA3, smacd4 = slowMA4 - medMA4, smacd5 = slowMA5 - medMA5, smacd6 = slowMA6 - medMA6, smacd7 = slowMA7 - medMA7, smacd8 = slowMA8 - medMA8, smacd9 = slowMA9 - medMA9, smacd10 = slowMA10 - medMA10, smacd11 = slowMA11 - medMA11, smacd12 = slowMA12 - medMA12, smacd13 = slowMA13 - medMA13, signal = ema(macd, signalLength) //,signal1 = sma(macd1, signalLength),signal2 = sma(macd2, signalLength),signal3 = sma(macd3, signalLength),signal4 = sma(macd4, signalLength),signal5 = sma(macd5, signalLength),signal6 = sma(macd6, signalLength),signal7 = sma(macd7, signalLength),signal8 = sma(macd8, signalLength),signal9 = sma(macd9, signalLength),signal10 = sma(macd10, signalLength),signal11 = sma(macd11, signalLength),signal12 = sma(macd12, signalLength),signal13 = sma(macd13, signalLength), fsignal = ema(fmacd, signalLength) //, fsignal1 = sma(fmacd1, signalLength), fsignal2 = sma(fmacd2, signalLength), fsignal3 = sma(fmacd3, signalLength), fsignal4 = sma(fmacd4, signalLength), fsignal5 = sma(fmacd5, signalLength), fsignal6 = sma(fmacd6, signalLength), fsignal7 = sma(fmacd7, signalLength), fsignal8 = sma(fmacd8, signalLength), fsignal9 = sma(fmacd9, signalLength), fsignal10 = sma(fmacd10, signalLength), fsignal11 = sma(fmacd11, signalLength), fsignal12 = sma(fmacd12, signalLength), fsignal13 = sma(fmacd13, signalLength), ssignal = ema(smacd, signalLength) //, ssignal1 = sma(smacd1, signalLength), ssignal2 = sma(smacd2, signalLength), ssignal3 = sma(smacd3, signalLength), ssignal4 = sma(smacd4, signalLength), ssignal5 = sma(smacd5, signalLength), ssignal6 = sma(smacd6, signalLength), ssignal7 = sma(smacd7, signalLength), ssignal8 = sma(smacd8, signalLength), ssignal9 = sma(smacd9, signalLength), ssignal10 = sma(smacd10, signalLength), ssignal11 = sma(smacd11, signalLength), ssignal12 = sma(smacd12, signalLength), ssignal13 = sma(smacd13, signalLength), ATR_Signal_Period = input(2, type=input.integer, minval=1, maxval=2000) SetStopLossShort = 0.0 SetStopLossShort := if(strategy.position_size < 0) StopLossShort = shortStop min(StopLossShort,SetStopLossShort[1]) plot(SetStopLossShort, style = plot.style_cross, color = color.yellow) SetStopLossLong = 0.0 SetStopLossLong := if(strategy.position_size > 0) StopLossLong = longStop max(StopLossLong,SetStopLossLong[1]) plot(SetStopLossLong, style = plot.style_cross, color = color.purple) ATR_SIGNAL_FINE_TUNE = input(0.986, type=input.float) tol_atr = atr(ATR_Signal_Period)*ATR_SIGNAL_FINE_TUNE StopLoss_Initial_Short = input(1.00, type=input.float) StopLoss_Initial_Long = input(5.00, type=input.float) VOLUME_CHECK_SHORT = input(42) VOLUME_CHECK_LONG = input(16) MAX_LOSS = input(0.00, type=input.float) //Custom Time Interval fromMinute = input(defval = 0, title = "From Minute", minval = 0, maxval = 60) fromHour = input(defval = 0, title = "From Hour", minval = 0, maxval = 24) fromDay = input(defval = 1, title = "From Day", minval = 1) fromMonth = input(defval = 1, title = "From Month", minval = 1) fromYear = input(defval = 2019, title = "From Year", minval = 1900) tillMinute = input(defval = 0, title = "Till Minute", minval = 0, maxval = 60) tillHour = input(defval = 0, title = "Till Hour", minval = 0, maxval = 24) tillDay = input(defval = 1, title = "Till Day", minval = 1) tillMonth = input(defval = 1, title = "Till Month", minval = 1) tillYear = input(defval = 2021, title = "Till Year", minval = 1900) timestampStart = timestamp(fromYear,fromMonth,fromDay,fromHour,fromMinute) timestampEnd = timestamp(tillYear,tillMonth,tillDay,tillHour,tillMinute) if ( strategy.position_size <= 0 and ((fsignal[1] -fsignal) <= 0) and volume > VOLUME_CHECK_LONG and ( cross(signal, macd) or cross(signal[1], macd[1]) or cross(signal[2], macd[2]) or cross(signal[3], macd[3]) or cross(signal[4], macd[4]) or cross(signal[5], macd[5]) or cross(signal[6], macd[6]) or cross(signal[7], macd[7]) or cross(signal[8], macd[8]) or cross(signal[9], macd[9]) or cross(signal[10], macd[10]) or cross(signal[11], macd[11]) or cross(signal[12], macd[12]) or cross(signal[13], macd[13]) or cross(fmacd, macd) or cross(fmacd[1],macd[1]) or cross(fmacd[2],macd[2]) or cross(fmacd[3],macd[3]) or cross(fmacd[4],macd[4])or cross(fsignal, fmacd) or cross(fmacd, smacd) ) and ( (crossover(close,open+tol_atr) or crossover(close[1],open[1]+tol_atr[1]) or crossover(close[2],open[2]+tol_atr[2]) or crossover(close[3],open[3]+tol_atr[3]) or crossover(close[4],open[4]+tol_atr[4]) or crossover(close[5],open[5]+tol_atr[5]) or crossover(close[6],open[6]+tol_atr[6]) or crossover(close[7],open[7]+tol_atr[7]) or crossover(close[8],open[8]+tol_atr[8]) or crossover(close[9],open[9]+tol_atr[9]) or crossover(close[10],open[10]+tol_atr[10]) ) or ( (cross(ssignal, smacd) or cross(ssignal[1],smacd[1]) or cross(ssignal[2],smacd[2])) and ( (ssignal - ssignal[1]) > 0 ) ) ) ) strategy.exit("SELL") strategy.entry("BUY", strategy.long) strategy.exit("BUY_STOP","BUY", stop = close - StopLoss_Initial_Long) if ( (dir == -1 and dir[1] == 1 and dir[2] == 1 and dir[3] == 1 and dir[4] == 1 ) and strategy.position_size >= 0 and volume > VOLUME_CHECK_SHORT and ((fsignal[1] -fsignal) >= 0) and ( crossunder(close, open - tol_atr) or crossunder(close[1], open[1] - tol_atr[1]) or crossunder(close[2], open[2] - tol_atr[2]) or crossunder(close[3], open[3] - tol_atr[3]) ) and ( cross(signal, macd) or cross(signal[1], macd[1]) or cross(signal[2], macd[2]) or cross(signal[3], macd[3]) or cross(signal[4], macd[4]) or cross(signal[5], macd[5]) or cross(signal[6], macd[6]) or cross(signal[7], macd[7]) or cross(signal[8], macd[8]) or cross(signal[9], macd[9]) or cross(signal[10], macd[10]) or cross(signal[11], macd[11]) or cross(signal[12], macd[12]) or cross(signal[13], macd[13]) ) ) strategy.exit( "BUY") strategy.entry("SELL", strategy.short) strategy.exit("SELL_STOP","SELL", stop = close + StopLoss_Initial_Short) strategy.close_all(when = strategy.openprofit < (-1 * MAX_LOSS) ) // if (strategy.max_contracts_held_long > 0 ) // strategy.exit("BUY_TRAIL_STOP","BUY", stop = longStop - StopLoss_Long_Adjust) // if (strategy.max_contracts_held_short > 0 ) // strategy.exit("SELL_TRAIL_STOP","SELL", stop = shortStop + StopLoss_Short_Adjust) //strategy.exit("BUY_TRAIL_STOP","BUY", stop = SetStopLossLong) //strategy.exit("SELL_TRAIL_STOP","SELL", stop = SetStopLossShort)