Strategi Perdagangan Kuantum Berbilang Penunjuk

Penulis:ChaoZhang, Tarikh: 2024-02-21 11:53:30
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Ringkasan

Strategi ini mengintegrasikan pelbagai penunjuk teknikal, termasuk Parabolic SAR, Chandelier Exit, Zero Lag SMA, EMA, dan Heikin Ashi, untuk mengenal pasti isyarat beli dan jual yang berpotensi pada carta.

Logika Strategi

Penunjuk Utama

  1. SAR Parabolik: Digunakan untuk menentukan titik stop loss dan titik masuk yang berpotensi
  2. Strategi Keluar Chandelier: Digunakan untuk menentukan arah trend
  3. Zero Lag SMA: Menyediakan purata bergerak berlag rendah
  4. EMA: Mengesan trend dan turun naik harga
  5. Heikin Ashi yang halus: Membuat lilin Heikin Ashi yang halus

Isyarat Perdagangan

  1. Long apabila Parabolic SAR menunjukkan uptrend dan harga di atas 99 EMA; Short apabila downtrend dan harga di bawah 99 EMA
  2. Gabungkan dengan isyarat Chandelier Exit untuk mengesahkan lagi trend
  3. Heikin Ashi yang dihaluskan membantu mengelakkan patah palsu

Pengurusan Risiko

  1. Tetapkan stop loss dan mengambil keuntungan
  2. Pertimbangkan keadaan semula untuk menyesuaikan kedudukan yang fleksibel

Analisis Kelebihan

Kekuatan terbesarnya adalah gabungan komprehensif penunjuk untuk pengenalan trend yang berkesan. SAR Parabolik mengesan pembalikan berpotensi; Chandelier Exit menilai trend utama; Purata bergerak menapis isyarat palsu. Validasi silang meningkatkan ketepatan.

Di samping itu, stop loss dan mengambil keuntungan mengawal risiko. garis halus mengelakkan bunyi jangka pendek. strategi adalah stabil.

Analisis Risiko

Isyarat yang bertentangan boleh menyebabkan kesukaran. Tetapan parameter yang tidak betul juga boleh memberi kesan negatif kepada perdagangan.

Terdapat risiko yang melekat dalam perdagangan teknikal yang boleh menyebabkan kerugian. Operasi yang berhati-hati adalah suatu keharusan.

Arahan pengoptimuman

  1. Uji dan mengoptimumkan parameter untuk mencari kombinasi terbaik
  2. Memperkenalkan model pembelajaran mesin untuk ketepatan yang lebih tinggi
  3. Menggabungkan penunjuk sentimen dan berita untuk menilai keadaan pasaran dan menguruskan kedudukan secara dinamik
  4. Meningkatkan logik keadaan semula untuk pengesanan isyarat yang lebih fleksibel

Kesimpulan

Strategi ini mengintegrasikan penunjuk untuk pengenalan isyarat. Kekuatan termasuk ketepatan tinggi, kestabilan dan kawalan risiko yang baik. Secara keseluruhan skema perdagangan yang berbaloi. Penambahbaikan lanjut boleh dibuat melalui penyesuaian parameter, latihan model dan integrasi penunjuk sentimen.


/*backtest
start: 2024-01-21 00:00:00
end: 2024-02-20 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/


//@version=5
strategy("CE-ZLSMA-EMA-SAR-SHC", overlay=true)

// Parabolic SAR Strategy
start = input(0.02)
increment = input(0.02)
maximum = input(0.2)

var bool uptrend = na
var float EP = na
var float SAR = na
var float AF = start
var float nextBarSAR = na
var bool longSar = false
var bool shortSar = false
//input smoothed HAC 1
len=input.int(title="Length SHC1", defval = 10)
o=ta.ema(open,len)
c=ta.ema(close,len)
h=ta.ema(high,len)
l=ta.ema(low,len)

haclose = (o+h+l+c)/4
var haopen = 0.0
if na(haopen[1])
    haopen := (o + c) / 2
else
    haopen := (haopen[1] + haclose[1]) / 2


hahigh = math.max (h, math.max(haopen,haclose))
halow = math.min (l, math.min(haopen,haclose))

len2=input(10)
o2=ta.ema(haopen, len2)
c2=ta.ema(haclose, len2)
h2=ta.ema(hahigh, len2)
l2=ta.ema(halow, len2)

col=o2>c2 ? color.red : color.lime
bool shc1Green = o2 > c2
bool shc1Lime = o2 < c2
//input smoothed HAC 1
lenSHC2=input.int(title="Length SHC2 ", defval = 20)
oShc2=ta.ema(open,lenSHC2)
cShc2=ta.ema(close,lenSHC2)
hShc2=ta.ema(high,lenSHC2)
lShc2=ta.ema(low,lenSHC2)

hacloseShc2 = (oShc2+hShc2+lShc2+cShc2)/4
var haopenShc2 = 0.0
if na(haopenShc2[1])
    haopenShc2 := (oShc2 + cShc2) / 2
else
    haopenShc2 := (haopenShc2[1] + hacloseShc2[1]) / 2


hahighShc2 = math.max (hShc2, math.max(haopenShc2,hacloseShc2))
halowShc2 = math.min (lShc2, math.min(haopenShc2,hacloseShc2))

len2Shc2=input(10)
o2Shc2=ta.ema(haopenShc2, len2Shc2)
c2Shc2=ta.ema(hacloseShc2, len2Shc2)
h2Shc2=ta.ema(hahighShc2, len2Shc2)
l2Shc2=ta.ema(halowShc2, len2Shc2)

colShc2=o2Shc2>c2Shc2 ? color.red : color.lime
bool shc2Green = o2Shc2 > c2Shc2
bool shc2Lime = o2Shc2 < c2Shc2
//end smooth 

bool shcGree = shc1Green and shc2Green
bool shcLime = shc1Lime and shc2Lime 

//zlsma 
lengthZlsma = input.int(title="Length", defval=32)
offset = input.int(title="Offset", defval=0)
src = input(close, title="Source")
lsma = ta.linreg(src, lengthZlsma, offset)
lsma2 = ta.linreg(lsma, lengthZlsma, offset)
eq= lsma-lsma2
zlsma = lsma+eq
// ema 10
len4 = input.int(10, minval=1, title="Length")
src4 = input.source(close, title="Source")
out4 = ta.ema(src4, len4)
//End of format

// ema 34
len5 = input.int(34, minval=1, title="Length")
src5 = input.source(close, title="Source")
out5 = ta.ema(src5, len5)
//end ema 34

// ema 99
len6 = input.int(99, minval=1, title="Length")
src6 = input.source(close, title="Source")
out6 = ta.ema(src6, len6)
// end ema 99

//kiem tra dieu kien gia dong cua lon hon ema99 thi moi me lenh long
bool onEma99 = close > out6
bool downEma99 = open < out6

if bar_index > 0
    firstTrendBar = false
    SAR := nextBarSAR
    if bar_index == 1
        float prevSAR = na
        float prevEP = na
        lowPrev = low[1]
        highPrev = high[1]
        closeCur = close
        closePrev = close[1]
        if closeCur > closePrev
            uptrend := true
            EP := high
            prevSAR := lowPrev
            prevEP := high
        else
            uptrend := false
            EP := low
            prevSAR := highPrev
            prevEP := low
        firstTrendBar := true
        SAR := prevSAR + start * (prevEP - prevSAR)
    if uptrend
		if SAR > low
			firstTrendBar := true
			uptrend := false
			SAR := math.max(EP, high)
			EP := low
			AF := start
	else
		if SAR < high
			firstTrendBar := true
			uptrend := true
			SAR := math.min(EP, low)
			EP := high
			AF := start
	if not firstTrendBar
		if uptrend
			if high > EP
				EP := high
				AF := math.min(AF + increment, maximum)
		else
			if low < EP
				EP := low
				AF := math.min(AF + increment, maximum)
	if uptrend
		SAR := math.min(SAR, low[1])
		if bar_index > 1
			SAR := math.min(SAR, low[2])
	else
		SAR := math.max(SAR, high[1])
		if bar_index > 1
			SAR := math.max(SAR, high[2])
	nextBarSAR := SAR + AF * (EP - SAR)
	if barstate.isconfirmed
		if uptrend
			// log.info("true")
			strategy.entry("ParSE", strategy.short, stop=nextBarSAR, comment="ParSE")
			strategy.cancel("ParLE")
			shortSar := false
			longSar := true
		else
			// log.info("false")
			strategy.entry("ParLE", strategy.long, stop=nextBarSAR, comment="ParLE")
			strategy.cancel("ParSE")
			longSar := false
			shortSar := true

// Chandelier Exit Strategy
length = input.int(title="ATR Period",  defval=1)
mult = input.float(title="ATR Multiplier",  step=0.1, defval=1.1)
showLabels = input.bool(title="Show Buy/Sell Labels ?",  defval=true)
useClose = input.bool(title="Use Close Price for Extremums ?",  defval=true)
highlightState = input.bool(title="Highlight State ?",  defval=true)

atr = mult * ta.atr(length)

longStop = (useClose ? ta.highest(close, length) : ta.highest(length)) - atr
longStopPrev = nz(longStop[1], longStop) 
longStop := close[1] > longStopPrev ? math.max(longStop, longStopPrev) : longStop

shortStop = (useClose ? ta.lowest(close, length) : ta.lowest(length)) + atr
shortStopPrev = nz(shortStop[1], shortStop)
shortStop := close[1] < shortStopPrev ? math.min(shortStop, shortStopPrev) : shortStop


var int dir = 1
dir := close > shortStopPrev ? 1 : close < longStopPrev ? -1 : dir

var bool longOpened = false
var bool shortOpended = false
// Entry and exit logic
if (dir == 1)
	if longSar
		if not longOpened
			strategy.close("Sell", disable_alert = true)
    		strategy.order("Buy", strategy.long)
			longOpened := true
			shortOpended := false

if (dir == -1) 
	if shortSar
		if not shortOpended
			strategy.close("Buy", disable_alert = true)
			strategy.order("Sell", strategy.short)
			shortOpended := true
			longOpened := false


//strategy YY
// ~~~~~~~~~~~ INPUTS ~~~~~~~~~~~ //
lenYY = input.int(80, "Trend Length:", tooltip="How far back should we span this indicator?\nThis length effects all lengths of the indicator")
purchaseSrc = input.source(close, "Purchase Source (Long and Short):", tooltip="What source needs to exit the purchase zone for a purchase to happen?")
exitSrc = input.source(close, "Exit Source (Long and Short):", tooltip="What source needs to hit a exit condition to stop the trade (Take profit, Stop Loss or hitting the other sides Purchase Zone)?")
useTakeProfit = input.bool(true, "Use Take Profit", tooltip="Should we take profit IF we cross the basis line and then cross it AGAIN?")
useStopLoss = input.bool(true, "Use Stop Loss", tooltip="Stop loss will ensure you don't lose too much if its a bad call")
stopLossMult = input.float(0.1, "Stoploss Multiplier %:", tooltip="How far from the purchase lines should the stop loss be")
resetCondition = input.string("Entry", "Reset Purchase Availability After:", options=["Entry", "Stop Loss", "None"],
 tooltip="If we reset after a condition is hit, this means we can purchase again when the purchase condition is met. \n" +
 "Otherwise, we will only purchase after an opposite signal has appeared.\n" +
 "Entry: means when the close enters the purchase zone (buy or sell).\n" +
 "Stop Loss: means when the close hits the stop loss location (even when were out of a trade)\n" +
 "This allows us to get more trades and also if our stop loss initally was hit but it WAS a good time to purchase, we don't lose that chance.")

// ~~~~~~~~~~~ VARIABLES ~~~~~~~~~~~ //
var bool longStart = na
var bool longAvailable = na
var bool longTakeProfitAvailable = na
var bool longStopLoss = na
var bool shortStart = na
var bool shortAvailable = na
var bool shortTakeProfitAvailable = na
var bool shortStopLoss = na

resetAfterStopLoss = resetCondition == "Stop Loss"
resetAfterEntry = resetCondition == "Entry"

// ~~~~~~~~~~~ CALCULATIONS ~~~~~~~~~~~ //
// Mid Line
midHigh = ta.vwma(ta.highest(high, lenYY), lenYY)
midLow = ta.vwma(ta.lowest(low, lenYY), lenYY)
mid = math.avg(midHigh, midLow)
midSmoothed = ta.ema(mid, lenYY)

//Volume Filtered
avgVol = ta.vwma(volume, lenYY)
volDiff = volume / avgVol
midVolSmoothed = ta.vwma(midSmoothed * volDiff, 3)

//RSI Filtered
midDifference = ta.sma(midHigh - midLow, lenYY)
midRSI = ta.rsi(midVolSmoothed, lenYY) * 0.01
midAdd = midRSI * midDifference

//Calculate Zones
purchaseZoneHigh = midSmoothed + midAdd
purchaseZoneLow = midSmoothed - midAdd
purchaseZoneBasis = math.avg(purchaseZoneHigh, purchaseZoneLow)

//Create Stop Loss Locations
stopLossHigh = purchaseZoneHigh * (1 + (stopLossMult * 0.01))
stopLossLow = purchaseZoneLow * (1 - (stopLossMult * 0.01))

// ~~~~~~~~~~~ PURCHASE CALCULATIONS ~~~~~~~~~~~ //
//Long
longEntry = ta.crossunder(purchaseSrc, purchaseZoneLow)
longStart := ta.crossover(purchaseSrc, purchaseZoneLow) and longAvailable
longAvailable := ta.crossunder(purchaseSrc, purchaseZoneHigh) or (resetAfterStopLoss and longStopLoss) or (resetAfterEntry and longEntry) ? true : longStart ? false : longAvailable[1]
longEnd = ta.crossover(exitSrc, purchaseZoneHigh)
longStopLoss := ta.crossunder(exitSrc, stopLossLow)
longTakeProfitAvailable := ta.crossover(exitSrc, purchaseZoneBasis) ? true : longEnd ? false : longTakeProfitAvailable[1]
longTakeProfit = ta.crossunder(exitSrc, purchaseZoneBasis) and longTakeProfitAvailable

//Short
shortEntry = ta.crossover(purchaseSrc, purchaseZoneHigh)
shortStart := ta.crossunder(purchaseSrc, purchaseZoneHigh) and shortAvailable
shortAvailable := ta.crossover(purchaseSrc, purchaseZoneLow) or (resetAfterStopLoss and shortStopLoss) or (resetAfterEntry and shortEntry)? true : shortStart ? false : shortAvailable[1]
shortEnd = ta.crossunder(exitSrc, purchaseZoneLow)
shortStopLoss := ta.crossover(exitSrc, stopLossHigh)
shortTakeProfitAvailable := ta.crossunder(exitSrc, purchaseZoneBasis) ? true : shortEnd ? false : shortTakeProfitAvailable[1]
shortTakeProfit = ta.crossover(exitSrc, purchaseZoneBasis) and shortTakeProfitAvailable

// ~~~~~~~~~~~ STRATEGY ~~~~~~~~~~~ //
var bool openLongYY = false
var bool openShortYY = false
if (longStart)
    strategy.order("BuyYY", strategy.long)
	strategy.close("SellYY", disable_alert = true)
	openLongYY := true
	openShortYY := false
else if (longEnd or (useStopLoss and longStopLoss) or (useTakeProfit and longTakeProfit))
    strategy.close("BuyYY", disable_alert = true)

if (shortStart)
	strategy.close("BuyYY", disable_alert = true)
    strategy.order("SellYY", strategy.short)
	openShortYY := true
	openLongYY := false
else if (shortEnd or (useStopLoss and shortStopLoss) or (useTakeProfit and shortTakeProfit))
    strategy.close("SellYY", disable_alert = true)

// ~~~~~~~~~~~ ALERTS ~~~~~~~~~~~ //
// if longStart or (longEnd or (useStopLoss and longStopLoss) or (useTakeProfit and longTakeProfit)) or shortStart or (shortEnd or (useStopLoss and shortStopLoss) or (useTakeProfit and shortTakeProfit))
//     alert("{{strategy.order.action}} | {{ticker}} | {{close}}", alert.freq_once_per_bar)

// Plotting
plot(SAR, style=plot.style_cross, linewidth=1, color=color.orange)
plot(nextBarSAR, style=plot.style_cross, linewidth=3, color=color.aqua)
plot(zlsma, color=color.rgb(235, 15, 33), linewidth=1, title = "ZLSMA")

plot(out4, color=color.rgb(24, 209, 85), title="Ema 1")
plot(out5, color=color.rgb(139, 234, 231), linewidth = 2, title="Ema 2")
plot(out6, color=color.rgb(219, 230, 18), title="Ema 3")

plotcandle(o2, h2, l2, c2, title="SHC1", color=col)
plotcandle(o2Shc2, hShc2, l2Shc2, c2Shc2, title="SHC2", color=col)


// ~~~~~~~~~~~ PLOTS YY ~~~~~~~~~~~ //
shortLine = plot(purchaseZoneHigh, color=color.green)
shortStopLossLine = plot(stopLossHigh, color=color.green) //color=color.rgb(0, 97, 3)
fill(shortLine, shortStopLossLine, color = color.new(color.green, 90))
plot(purchaseZoneBasis, color=color.white)
longLine = plot(purchaseZoneLow, color=color.red)
longStopLossLine = plot(stopLossLow, color=color.red) //color=color.rgb(105, 0, 0)
fill(longLine, longStopLossLine, color=color.new(color.red, 90))



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