Strategi Breakout dengan konfirmasi pada beberapa kerangka waktu

Penulis:ChaoZhang, Tanggal: 2023-12-15 12:16:55
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Gambaran umum

Strategi ini menggabungkan sinyal breakout dari kerangka waktu 4 jam dan harian dan memverifikasi pola lilin sebelum mengeluarkan sinyal perdagangan, sehingga menerapkan strategi perdagangan breakout yang lebih andal.

Logika Strategi

Strategi breakout konfirmasi ganda menggabungkan sinyal breakout dari jangka waktu pendek dan jangka waktu panjang dan mengidentifikasi titik breakout yang lebih efisien mengingat konsistensi antara tren jangka panjang dan jangka pendek. Secara khusus, strategi ini menghitung moving average pada jangka waktu 4 jam dan harian. Sinyal beli dihasilkan ketika MA jangka pendek melintasi MA jangka panjang, dan sebaliknya untuk sinyal jual. Selain itu, strategi ini juga memverifikasi pola lilin bar saat ini sebelum mengeluarkan sinyal perdagangan untuk menghindari membuka posisi selama tindakan harga yang buruk.

Melalui mekanisme konfirmasi ganda dan penyaringan candlestick, risiko likuidasi panjang atau perangkap pendek dapat secara efektif dihindari, sehingga meningkatkan kualitas sinyal perdagangan.

Analisis Keuntungan

  1. Kombinasi jangka pendek dan jangka panjang memungkinkan sinyal untuk melacak tren jangka pendek sambil masih merujuk pada tren jangka panjang.

  2. Verifikasi pola candlestick menghindari sinyal palsu. Validasi pola candlestick sebelum sinyal dapat menyaring beberapa breakout palsu atau menyimpang dan mencegah kerugian.

  3. Optimasi otomatis memberikan fleksibilitas. Parameter istirahat dan parameter siklus strategi ini dapat disesuaikan bagi pengguna untuk memilih kombinasi parameter optimal sesuai dengan produk perdagangan yang berbeda dan kondisi pasar.

Analisis Risiko

  1. Strategi dual breakout memiliki kemampuan mengejar tren yang relatif lemah terhadap lonjakan harga yang ekstrim. Ketika tindakan harga drastis terjadi secara bersamaan pada jangka waktu pendek dan panjang, strategi ini dapat melewatkan titik masuk yang optimal.

  2. Mekanisme verifikasi candlestick dapat kehilangan beberapa peluang. Dalam kondisi pasar yang ekstrim, candlesticks sering menunjukkan distorsi, dan mekanisme verifikasi membuat strategi lebih konservatif, sehingga kehilangan beberapa kesempatan.

  3. Pengaturan parameter yang tidak benar juga dapat menghasilkan sinyal palsu. Pengguna perlu memilih parameter yang tepat untuk komponen dual breakout dan candlestick berdasarkan produk tertentu, jika tidak kinerja strategi akan terganggu.

Untuk mengatasi risiko ini, metode seperti penyesuaian parameter, pengaturan stop loss / profit dapat diadopsi untuk perbaikan dan optimalisasi.

Arahan Optimasi

  1. Tambahkan indeks volatilitas ke sekunder untuk memverifikasi sinyal breakout.

  2. Tambahkan modul stop loss / profit. Konfigurasi yang tepat membantu mengunci keuntungan dan memotong kerugian secara proaktif.

  3. Mengoptimalkan parameter pecah ganda. Parameter dapat disesuaikan sesuai dengan karakteristik produk seperti volatilitas intraday dan harian.

  4. Mengoptimalkan parameter verifikasi garis K. Kombinasi siklus dan parameter yang berbeda untuk verifikasi garis K dapat menghasilkan hasil yang lebih stabil.

Kesimpulan

Strategi breakout konfirmasi ganda mencapai keseimbangan yang efisien antara efisiensi modal dan kualitas sinyal dengan menggabungkan kerangka waktu ganda dan mekanisme verifikasi garis K, menjadikannya strategi breakout jangka pendek yang direkomendasikan. Pengguna dapat menyesuaikan parameter yang relevan sesuai dengan kebutuhan mereka sendiri untuk hasil yang lebih baik.


/*backtest
start: 2023-11-14 00:00:00
end: 2023-12-14 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=2
strategy("breakout ", overlay=true)
tim=input('1440')
sim=input('370')

out1 = request.security(syminfo.tickerid, tim, open)
out2 = request.security(syminfo.tickerid, sim, close)
plot(out1,color=red)
plot(out2,color=green)

length = input(20, title="BB Length")
mult = input(2.0,title="BB MultFactor")
lengthKC=input(20, title="KC Length")
multKC = input(1.5, title="KC MultFactor")

useTrueRange = input(true, title="Use TrueRange (KC)", type=bool)

// Calculate BB
source = close
basis = sma(source, length)
dev = multKC * stdev(source, length)
upperBB = basis + dev
lowerBB = basis - dev

// Calculate KC
ma = sma(source, lengthKC)
range1 = useTrueRange ? tr : (high - low)
rangema = sma(range1, lengthKC)
upperKC = ma + rangema * multKC
lowerKC = ma - rangema * multKC

sqzOn  = (lowerBB > lowerKC) and (upperBB < upperKC)
sqzOff = (lowerBB < lowerKC) and (upperBB > upperKC)
noSqz  = (sqzOn == false) and (sqzOff == false)

val = linreg(source  -  avg(avg(highest(high, lengthKC), lowest(low, lengthKC)),sma(close,lengthKC)),lengthKC,0)

bcolor = iff( val > 0,iff( val > nz(val[1]), lime, green),iff( val < nz(val[1]), red, maroon))
scolor = noSqz ? blue : sqzOn ? black : gray 
//plot(val, color=bcolor, style=histogram, linewidth=4)
//plot(0, color=scolor, style=cross, linewidth=2)

// this section based on Almost Zero Lag EMA [LazyBear]
// Fast MA - type, length
matype   = input(defval="HullMA", title="Fast MA Type: SMA, EMA, WMA, VWMA, SMMA, DEMA, TEMA, HullMA, TMA, ZEMA ( case sensitive )")
malength = input(defval=20, title="Moving Average Length", minval=1)
src      = input(close,title="Moving average Source")

// Returns MA input selection variant, default to SMA if blank or typo.
variant(type, src, len) =>
    v1 = sma(src, len)                                                  // Simple
    v2 = ema(src, len)                                                  // Exponential
    v3 = wma(src, len)                                                  // Weighted
    v4 = vwma(src, len)                                                 // Volume Weighted
    v5 = na(v5[1]) ? sma(src, len) : (v5[1] * (len - 1) + src) / len    // Smoothed
    v6 = 2 * v2 - ema(v2, len)                                          // Double Exponential
    v7 = 3 * (v2 - ema(v2, len)) + ema(ema(v2, len), len)               // Triple Exponential
    v8 = wma(2 * wma(src, len / 2) - wma(src, len), round(sqrt(len)))   // Hull
    ema1 = ema(src, len)
    ema2 = ema(ema1, len)
    v10 = ema1+(ema1-ema2)                                              // Zero Lag Exponential
    v11 = sma(sma(src,len),len)                                         // Trianglular
    // return variant, defaults to SMA if input invalid.
    type=="EMA"?v2 : type=="WMA"?v3 : type=="VWMA"?v4 : type=="SMMA"?v5 : type=="DEMA"?v6 : type=="TEMA"?v7 : type=="HullMA"?v8 : type=="ZEMA"?v10 : type=="TMA"?v11 : v1

// Calculate selected MA and get direction of trend from it.
zlema= variant(matype,src,malength)
col =  zlema > zlema[1] ? green : red
up = zlema > zlema[1] ? 1 : 0
down = zlema < zlema[1] ? 1 : 0
//plot(zlema,color=col, style=line, linewidth=4, transp=0)


// Find all Fractals.
// This section based on [RS]Fractal Levels  by RicardoSantos
hidefractals = input(false)
hidelevels = input(false)
topfractal = high[2] > high[1] and high[2] > high and high[2] > high[3] and high[2] > high[4]
botfractal = low[2] < low[1] and low[2] < low and low[2] < low[3] and low[2] < low[4]

//plotshape(hidefractals ? na : topfractal, color=green, transp=0, style=shape.triangleup, location=location.abovebar, offset=-2, size=size.tiny)
//plotshape(hidefractals ? na : botfractal, color=red, transp=0, style=shape.triangledown, location=location.belowbar, offset=-2, size=size.tiny)

topfractals = topfractal ? high[2] : topfractals[1]
botfractals = botfractal ? low[2] : botfractals[1]

topfcolor = topfractals != topfractals[1] ? na : green
botfcolor = botfractals != botfractals[1] ? na : red

//plot(hidelevels ? na : topfractals, color=topfcolor, transp=0, linewidth=2)
//plot(hidelevels ? na : botfractals, color=botfcolor, transp=0, linewidth=2)

//
// This section based on Candlestick Patterns With EMA by rmwaddelljr
//
ufb  = input(false, title="Use Fractal S/R Cross Patterns")
udc  = input(true, title="Use Dark Cloud Cover Patterns" )
upl  = input(true, title="Use Piecing Line Patterns" )
ube  = input(true, title="Use Engulfing Candle Patterns" )
ubh  = input(true, title="Use Harami Candle Patterns" )
upb  = input(true,  title="Use Defined PinBar Patterns")
pctP = input(66, minval=1, maxval=99, title="Directional PBars, % of Range of Candle the Long Wick Has To Be")
// This section based on CM_Price-Action-Bars by ChrisMoody
// Change the pin bar calculation, so can be used for market direction.
urpb= input(false, title="Use CM Price Action Reversal Pin Bars")
usb = input(false, title="Use CM Price Action Shaved Bars")
uob = input(false, title="Use CM Price Action Outside Bars")
uib = input(false, title="Use CM Price Action Inside Bars")
pctRP = input(72, minval=1, maxval=99, title="CM Reversal PBars, % of Range of Candle the Long Wick Has To Be")
pctS = input(5, minval=1, maxval=99, title="CM Shaved Bars, % of Range it Has To Close On The Lows or Highs")
pblb =input(6,minval=1,title="CM Reversal Pin Bar Lookback Length")
//
stnd = input(true, title="Alert Only Patterns Following Trend")
//
// Get MACD for Alert Filtering
umacd  = input(true,title="Alert Only Patterns Confirmed by MACD")
fastMA = input(title="MACD Fast MA Length",  defval = 12, minval = 2)
slowMA = input(title="MACD Slow MA Length",  defval = 26, minval = 7)
signal = input(title="MACD Signal Length",defval=9,minval=1)

//
sgb = input(false, title="Check Box To Turn Bars Gray")
salc = input(true, title="Show Alert condition Dot")
//
[currMacd,_,_] = macd(close[0], fastMA, slowMA, signal)
[prevMacd,_,_] = macd(close[1], fastMA, slowMA, signal)
plotColor = currMacd > 0 ? currMacd > prevMacd ? green : red : currMacd < prevMacd ? red : green

// Show alert on this bar?
sbarUp = (not umacd or plotColor == green) and (not stnd or up)
sbarDn = (not umacd or plotColor == red) and (not stnd or down)

//PBar Percentages
pctCp = pctP * .01

//Shaved Bars Percentages
pctCs = pctS * .01
pctSPO = pctCs
//ma50 = sma(close,50)

range = high - low

///Reversal PinBars
pctCRp = pctRP * .01
pctCRPO = 1 - pctCRp
//
//pBarRUp= upb and open<close and open > high - (range * pctCRPO) and close > high - (range * pctCRPO) and low <= lowest(pblb) ? 1 : 0
//pBarRDn = upb and open>close and open < high - (range *  pctCRp) and close < high-(range * pctCRp) and high >= highest(pblb) ? 1 : 0
pBarRUp = urpb and  open > high - (range * pctCRPO) and close > high - (range * pctCRPO) and low <= lowest(pblb) ? 1 : 0
pBarRDn = urpb and  open < high - (range *  pctCRp) and close < high-(range * pctCRp) and high >= highest(pblb) ? 1 : 0

//Shaved Bars filter to the MA50 line
sBarUp   = usb and (close >= (high - (range * pctCs))) // and close>ma50 
sBarDown = usb and (close <= (low + (range * pctCs)))  // and close<ma50

//Inside Bars
insideBarUp = uib and (high < high[1] and low > low[1])
insideBarDn = uib and (high < high[1] and low > low[1])
outsideBarUp= uob and (high > high[1] and low < low[1])
outsideBarDn= uob and (high > high[1] and low < low[1])

// PinBars representing possible change in trend direction
barcolor(pBarRUp ? green : na)
barcolor(pBarRDn ? red : na)

//Shaved Bars
barcolor(sBarDown ? fuchsia : na)
barcolor(sBarUp   ? aqua : na)

//Inside and Outside Bars
barcolor((insideBarUp or insideBarDn)? yellow : na )
barcolor((outsideBarUp or outsideBarDn) ? orange : na )


//Long shadow PinBars supporting market direction
///PinBars Long Upper Shadow represent selling pressure
pBarDn = upb and open < high - (range * pctCp) and close < high - (range * pctCp)
//plotshape(pBarDn and (not pBarRUp and not pBarRDn), title= "Bearish Pin Bar",  color=red, style=shape.arrowdown, text="Bearish\nPinBar")
///PinBars with Long Lower Shadow represent buying pressure
pBarUp = upb and open > low + (range * pctCp) and close > low + (range * pctCp)
//plotshape(pBarUp and (not pBarRUp and not pBarRDn),  title= "Bullish Pin Bar", location=location.belowbar, color=green, style=shape.arrowup, text="Bullish\nPinBar")

dcc = udc and (close[1]>open[1] and abs(close[1]-open[1])/range[1]>=0.7 and close<open and abs(close-open)/range>=0.7 and open>=close[1] and close>open[1] and close<((open[1]+close[1])/2))
//plotshape(dcc, title="Dark Cloud Cover",text='DarkCloud\nCover',color=red, style=shape.arrowdown,location=location.abovebar)
ts = timestamp(2021,8,1,8,18)
pln= upl and (close[1]<open[1] and abs(open[1]-close[1])/range[1]>=0.7 and close>open and abs(close-open)/range>=0.7 and open<=close[1] and close<open[1] and close>((open[1]+close[1])/2))
//plotshape(pln, title="Piercieng Line",text="Piercing\nLine",color=green, style=shape.arrowup,location=location.belowbar)

beh = ubh and (close[1] > open[1] and open > close and open <= close[1] and low >= open[1] and open - close < close[1] - open[1] and (high < high[1] and low > low[1]))
//plotshape(beh and not dcc, title= "Bearish Harami",  color=red, style=shape.arrowdown, text="Bear\nHarami")

blh = ubh and (open[1] > close[1] and close > open and close <= open[1] and high <= open[1] and close - open < open[1] - close[1] and (high < high[1] and low > low[1]))
//plotshape(blh and not pln,  title= "Bullish Harami", location=location.belowbar, color=green, style=shape.arrowup, text="Bull\nHarami")

bee = ube and (close[1] > open[1] and close < open and close<=low[1] and open>= close[1])
//plotshape(bee,  title= "Bearish Engulfing", color=red, style=shape.arrowdown, text="Bearish\nEngulf")

ble = ube and (close[1] < open[1] and close > open and close >= high[1] and open<=close[1])
//plotshape(ble, title= "Bullish Engulfing", location=location.belowbar, color=green, style=shape.arrowup, text="Bullish\nEngulf")

blfr = ufb and crossover(close,topfractals)
//plotshape(blfr and not ble and not blh and not sBarUp, title= "Bullish Fractal Cross", location=location.belowbar, color=green, style=shape.arrowup, text="Fractal\nCross")
befr = ufb and crossunder(close,botfractals) 
//plotshape(befr and not bee and not beh and not sBarDown,  title= "Bearish Fractal Cross", color=red, style=shape.arrowdown, text="Fractal\nCross")
//
//
bcolorDn = sbarDn and not(pBarRDn or pBarRUp or sBarDown or insideBarDn or outsideBarDn) and (beh or bee or dcc or befr or pBarDn)
bcolorUp = sbarUp and not(pBarRDn or pBarRUp or sBarUp or insideBarUp or outsideBarUp) and (blh or ble or pln or blfr or pBarUp)
barcolor(bcolorDn ? maroon : na)
barcolor(bcolorUp ? lime : na)
//
barcolor(sgb and close ? gray : na)

bullcnd = pBarUp or pln or blh or ble or blfr
bearcnd = pBarDn or dcc or beh or bee or befr
if(true )
    longCondition = crossover(out2,out1)
    if(longCondition or close > out1 and bullcnd and strategy.position_size == 0)
        strategy.entry("long", strategy.long)
    
    //if (pBarRUp) // and bullcnd) //and strategy.position_size == 0)
    //    strategy.entry("long", strategy.long)
        
    shortCondition = crossunder(out2,out1)
    if (shortCondition or close < out1 and bearcnd and strategy.position_size == 0)
        strategy.entry("short", strategy.short)

//
barAlertDn = (sbarDn and (befr or bee or beh or pBarDn  or dcc)) or (sbarDn and (insideBarDn or outsideBarDn or sBarDown)) or pBarRDn
barAlertUp = (sbarUp and (blfr or ble or blh or pBarUp  or pln)) or (sbarUp and (insideBarUp or outsideBarUp or sBarUp))  or pBarRUp
barAlert = barAlertDn or barAlertUp
alertcondition(barAlert,title="CDLTRD Alert", message="CDLTRD Bar Alert")
// show only when alert condition is met and bar closed.
//plotshape(salc and barAlert[1],title= "Alert Indicator Closed", location=location.bottom, color=barAlertDn[1]?red:green, transp=0, style=shape.circle,offset=-1)
//EOF


        
    //if (pBarRDn) //and bearcnd//and strategy.position_size == 0)
     //   strategy.entry("short", strategy.short)

//strategy.close("long", when = exit)        
//strategy.close("short", when = exit2)
    
    
//exit3 = sqzOn and sqzOn[1] and sqzOn[2] and sqzOn[3] and sqzOn[4] and sqzOn[5] and sqzOn[6]
//strategy.close("long", when = exit3)
//strategy.close("short", when = exit3)
    
    
//else
  //  alertcondition(condition = time > t, message = "Time exceeded")


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