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Strategi Agregasi Indikator Berbagai

Penulis:ChaoZhang, Tanggal: 2023-09-27 17:05:34
Tag:

Gambaran umum

Strategi ini bertujuan untuk menciptakan strategi Bollinger Bands yang paling fleksibel, menyediakan berbagai pilihan yang dapat disesuaikan untuk memenuhi kebutuhan pedagang yang berbeda.

Logika Strategi

Strategi ini menggunakan rata-rata bergerak khusus tunggal sebagai band tengah.

Band atas dan bawah dihitung berdasarkan standar deviasi dari band tengah, dengan kelipatan yang dapat disesuaikan. ATR juga dapat dipilih sebagai pengganti standar deviasi untuk menghitung lokasi band atas dan bawah.

Strategi ini menyediakan kombinasi dari beberapa kondisi terbuka dan dekat, termasuk:

  • Penembusan harga di atas atau di bawah band atas, tengah, dan bawah
  • Harga berada di atas atau di bawah band atas, tengah, dan bawah
  • Lebar pita lebih besar atau lebih kecil dari ambang batas khusus
  • Persentase B lebih besar atau kurang dari ambang batas khusus

Kondisi terbuka dan dekat dapat digunakan sendiri atau dalam kombinasi, dengan jendela strategi yang dapat disesuaikan.

Ambil keuntungan dan stop loss adalah persentase yang dapat disesuaikan.

Keuntungan

  • Rata-rata bergerak yang dapat disesuaikan periode, jenis, dan sumber harga untuk memenuhi kebutuhan yang berbeda
  • Kondisi individu dapat digunakan sendiri atau dikombinasikan secara bebas untuk fleksibilitas
  • Mendukung atas, tengah, bawah 3 band untuk pemantauan luas
  • Mendukung lebar pita dan persentase B sebagai kondisi untuk indikator yang berbeda digabungkan
  • Persentase profit dan stop loss yang dapat disesuaikan untuk risiko yang dapat dikontrol
  • Mendukung semua varietas pada bursa saat ini untuk penerapan luas
  • Backtest yang dapat disesuaikan dan rentang waktu perdagangan langsung untuk analisis strategi

Strategi ini memberikan fleksibilitas yang besar melalui banyak pilihan yang dapat disesuaikan, yang memungkinkan optimasi pribadi untuk berbagai varietas dan kondisi pasar untuk mencapai kinerja yang lebih baik.

Risiko

  • Kelembaban yang terlalu banyak meningkatkan kesulitan kombinasi parameter dan kondisi, yang membutuhkan pengujian dan optimasi yang cermat
  • Lag rata-rata bergerak dapat kehilangan peluang jangka pendek
  • Stop loss yang diatur terlalu kecil dapat meningkatkan eksposur terhadap risiko
  • Persentase B rentan terhadap efek pecah palsu

Langkah-langkah penanggulangan berikut dapat diambil:

  1. Menggunakan backtesting untuk menguji kombinasi parameter yang berbeda langkah demi langkah untuk menemukan yang optimal
  2. Menggunakan indikator siklus yang lebih pendek untuk mengidentifikasi peluang jangka pendek
  3. Tentukan stop loss yang wajar berdasarkan ATR dll.
  4. Gabungkan indikator lain untuk mengkonfirmasi sinyal persentase B

Arahan Optimasi

  • Tambahkan fungsi manajemen posisi seperti ukuran tetap, martingale, manajemen uang dll.
  • Tambahkan kemampuan switching variety otomatis
  • Mengoptimalkan parameter rata-rata bergerak untuk meningkatkan tingkat kemenangan
  • Mengoptimalkan pengaturan stop loss dan take profit untuk rasio risiko imbalan yang lebih baik
  • Uji kombinasi parameter indikator yang berbeda
  • Tambahkan pembelajaran mesin dll algoritma untuk secara otomatis menemukan parameter optimal

Ringkasan

Strategi ini menyediakan solusi perdagangan yang sangat fleksibel dan komprehensif melalui ekstensi Bollinger Bands yang mendalam. Meskipun ada banyak kombinasi parameter yang membutuhkan pengujian, strategi ini dapat disesuaikan sesuai dengan kebutuhan individu. Secara keseluruhan, strategi ini memiliki nilai aplikasi yang besar sebagai perwakilan strategi Bollinger Bands berkualitas tinggi. Dengan optimasi yang berkelanjutan, terutama pengenalan metode kuantitatif dan pembelajaran mesin, strategi ini memiliki potensi untuk mencapai kinerja perdagangan yang lebih baik. Ini memberikan pedagang alat yang kuat dan kreatif.


/*backtest
start: 2022-09-26 00:00:00
end: 2023-09-26 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
args: [["v_input_37",1],["v_input_38",2]]
*/

//@version=4

//
// Pine Script v4
// @author BigBitsIO
// Script Library: https://www.tradingview.com/u/BigBitsIO/#published-scripts
//

strategy(title="Fancy Bollinger Bands Strategy [BigBitsIO]", shorttitle="Fancy Bollinger Bands Strategy [BigBitsIO]", overlay=true, pyramiding=1, default_qty_type=strategy.percent_of_equity, default_qty_value=100, commission_type=strategy.commission.percent, commission_value=.1, slippage=0, initial_capital=100)

MAPeriod = input(20, title="Middle Band Period", minval=1, step=1)
MAType = input(title="Middle Band Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MASource = input(title="Middle Band Source", type=input.source, defval=close)
MAResolution = input(title="Middle Band Resolution", defval="00 Current", options=["00 Current", "01 1m", "02 3m", "03 5m", "04 15m", "05 30m", "06 45m", "07 1h", "08 2h", "09 3h", "10 4h", "11 1D", "12 1W", "13 1M"])
MACandleType = input(title="Middle Band Candle Type", defval="00 Current", options=["00 Current", "01 Heikin Ashi", "02 Renko", "03 Line Break", "04 Kagi", "05 Point & Figure"])
MAVisible = input(title="Middle Band Visible", type=input.bool, defval=true) 

UpperBandMultiplier = input(title="Upper Band Deviation Multiplier", defval=2, minval=0.001, maxval=50, step=.25, type=input.float)
LowerBandMultiplier = input(title="Lower Band Deviation Multiplier", defval=2, minval=0.001, maxval=50, step=.25, type=input.float)
UseATRDeviation = input(false, title="Use ATR Deviation Instead of Standard Deviation?")
ATRPeriod = input(14, title="ATR Deviation Period", minval=1, step=1)

HighlightInclusion = input(title="Highlight Inclusions", type=input.bool, defval=true)
ShowGhostTrail = input(title="Show Inclusion Ghost Trail", type=input.bool, defval=true)

ForecastBias = input(title="Forecast Bias", defval="Neutral", options=["Neutral", "Bullish", "Bearish"])
ForecastBiasPeriod = input(14, title="Forecast Bias Period")
ForecastBiasMagnitude = input(1, title="Forecast Bias Magnitude", minval=0.25, maxval=20, step=0.25)
ShowForecast = input(title="Show Forecasts", type=input.bool, defval=true)

HideFill = input(false, title="Hide Fill")
UseBasicFill = input(true, title="Use Basic Fill - No Gradient")
ShowBBDetails = input(false, title="Show Details")

UpperBandSmoothingMAPeriod = input(1, title="Upper Band Smoothing Period", minval=1, step=1)
UpperBandSmoothingMAType = input(title="Upper Band Smoothing MA Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])

LowerBandSmoothingMAPeriod = input(1, title="Lower Band Smoothing Period", minval=1, step=1)
LowerBandSmoothingMAType = input(title="Lower Band Smoothing MA Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])


// Begin Citation - Allanster backtest period
// === INPUT BACKTEST RANGE ===
fromMonth = input(defval = 1,    title = "From Month",      type = input.integer, minval = 1, maxval = 12)
fromDay   = input(defval = 1,    title = "From Day",        type = input.integer, minval = 1, maxval = 31)
fromYear  = input(defval = 2020, title = "From Year",       type = input.integer, minval = 1970)
thruMonth = input(defval = 1,    title = "Thru Month",      type = input.integer, minval = 1, maxval = 12)
thruDay   = input(defval = 1,    title = "Thru Day",        type = input.integer, minval = 1, maxval = 31)
thruYear  = input(defval = 2112, title = "Thru Year",       type = input.integer, minval = 1970)

// === INPUT SHOW PLOT ===
showDate  = input(defval = true, title = "Show Date Range", type = input.bool)

// === FUNCTION EXAMPLE ===
start     = timestamp(fromYear, fromMonth, fromDay, 00, 00)        // backtest start window
finish    = timestamp(thruYear, thruMonth, thruDay, 23, 59)        // backtest finish window
window()  => true       // create function "within window of time"

// === PLOTTING ===
bgcolor(color = showDate and window() ? color.gray : na, transp = 90)    
// End Citation - uses the window() funciton later on

takeProfitPercent = input(100, title="Take Profit %", type=input.float, step=.25)
stopLossPercent = input(100, title="Stop Loss %", type=input.float, step=.25)

OpenConditionsRequirement = input(title="Open Conditions Requirement", defval="All", options=["Any", "All", "Minimum count"])
OpenConditionsMinimumCount = input(1, title="Open Conditions Minimum Count", minval=1, type=input.integer)
CloseConditionsRequirement = input(title="Close Conditions Requirement", defval="All", options=["Any", "All", "Minimum count"])
CloseConditionsMinimumCount = input(1, title="Close Conditions Minimum Count", minval=1, type=input.integer)

CrossoverUpperBand = input(title="Crossover Upper Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
CrossoverMiddleBand = input(title="Crossover Middle Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
CrossoverLowerBand = input(title="Crossover Lower Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

CrossunderUpperBand = input(title="Crossunder Upper Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
CrossunderMiddleBand = input(title="Crossunder Middle Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
CrossunderLowerBand = input(title="Crossunder Lower Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

PriceAboveUpperBand = input(title="Price Above Upper Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PriceAboveMiddleBand = input(title="Price Above Middle Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PriceAboveLowerBand = input(title="Price Above Lower Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

PriceBelowUpperBand = input(title="Price Below Upper Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PriceBelowMiddleBand = input(title="Price Below Middle Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PriceBelowLowerBand = input(title="Price Below Lower Band", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

BandWidth1 = input(.020, title="Band Width Condition Value 1", minval=0.005, maxval=20, step=0.005)
BandWidth2 = input(.040, title="Band Width Condition Value 2", minval=0.005, maxval=20, step=0.005)

BandWidthCrossoverBandValue1 = input(title="Band Width Crossover Above Band Value 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
BandWidthCrossoverBandValue2 = input(title="Band Width Crossover Above Band Value 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

BandWidthCrossunderBandValue1 = input(title="Band Width Crossunder Below Band Value 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
BandWidthCrossunderBandValue2 = input(title="Band Width Crossunder Below Band Value 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

BandWidthAboveBandValue1 = input(title="Band Width Above Band Value 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
BandWidthAboveBandValue2 = input(title="Band Width Above Band Value 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

BandWidthBelowBandValue1 = input(title="Band Width Below Band Value 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
BandWidthBelowBandValue2 = input(title="Band Width Below Band Value 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

PercentB1 = input(.35, title="Percent B Condition Value 1", step=0.05)
PercentB2 = input(.70, title="Percent B Condition Value 2", step=0.05)

PercentBCrossoverPercentBValue1 = input(title="Percent B Crossover Above Percent B 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PercentBCrossoverPercentBValue2 = input(title="Percent B Crossover Above Percent B 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

PercentBCrossunderPercentBValue1 = input(title="Percent B Crossunder Below Percent B 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PercentBCrossunderPercentBValue2 = input(title="Percent B Crossunder Below Percent B 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

PercentBAbovePercentBValue1 = input(title="Percent B Above Percent B 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PercentBAbovePercentBValue2 = input(title="Percent B Above Percent B 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])

PercentBBelowPercentBValue1 = input(title="Percent B Below Percent B 1", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])
PercentBBelowPercentBValue2 = input(title="Percent B Below Percent B 2", defval="Not Used", options=["Not Used", "Long Open", "Long Close", "Long Open and Long Close"])





// A bit of borrowed code, modified here using @PineCoders gradient Framework
f_cRedLime(_g, _hide, _basic)      => _hide ? #00000000 : _basic ? #0080FF35 : _g <= 0 ? #FF000035 : _g <= .25 ? #FF000020 : _g <= .5 ? #FF000010 : _g <= .75 ? #00FF0010 : _g <= 1 ? #00FF0020 : #00FF0035
f_cRedLimeShadow(_g, _hide, _basic)      => _hide ? #00000000 : _basic ? #0080FF09 : _g <= 0 ? #FF000009 : _g <= .25 ? #FF000006 : _g <= .5 ? #FF000003 : _g <= .75 ? #00FF0009 : _g <= 1 ? #00FF0006 : #00FF0003

ma(MAType, MASource, MAPeriod) =>
    if MAPeriod > 0
        if MAType == "SMA"
            sma(MASource, MAPeriod)
        else
            if MAType == "EMA"
                ema(MASource, MAPeriod)
            else
                if MAType == "WMA"
                    wma(MASource, MAPeriod)
                else
                    if MAType == "RMA"
                        rma(MASource, MAPeriod)
                    else
                        if MAType == "HMA"
                            hma(MASource, MAPeriod)
                        else
                            if MAType == "DEMA"
                                e = ema(MASource, MAPeriod)
                                2 * e - ema(e, MAPeriod)
                            else
                                if MAType == "TEMA"
                                    e = ema(MASource, MAPeriod)
                                    3 * (e - ema(e, MAPeriod)) + ema(ema(e, MAPeriod), MAPeriod)
                                else
                                    if MAType == "VWMA"
                                        vwma(MASource, MAPeriod)
                                
res(MAResolution) =>
    if MAResolution == "00 Current"
        timeframe.period
    else
        if MAResolution == "01 1m"
            "1"
        else
            if MAResolution == "02 3m"
                "3"
            else
                if MAResolution == "03 5m"
                    "5"
                else
                    if MAResolution == "04 15m"
                        "15"
                    else
                        if MAResolution == "05 30m"
                            "30"
                        else
                            if MAResolution == "06 45m"
                                "45"
                            else
                                if MAResolution == "07 1h"
                                    "60"
                                else
                                    if MAResolution == "08 2h"
                                        "120"
                                    else
                                        if MAResolution == "09 3h"
                                            "180"
                                        else
                                            if MAResolution == "10 4h"
                                                "240"
                                            else
                                                if MAResolution == "11 1D"
                                                    "1D"
                                                else
                                                    if MAResolution == "12 1W"
                                                        "1W"
                                                    else
                                                        if MAResolution == "13 1M"
                                                            "1M"
                                                             
gettickerid(MACandleType) =>
    if MACandleType == "00 Current"
        syminfo.tickerid
    else
        if MACandleType == "01 Heikin Ashi"
            heikinashi(syminfo.tickerid) 
        else
            if MACandleType == "02 Renko"
                renko(syminfo.tickerid, "ATR", 10)  
            else
                if MACandleType == "03 Line Break"
                    linebreak(syminfo.tickerid, 3)
                else
                    if MACandleType == "04 Kagi"
                        kagi(syminfo.tickerid, 3) 
                    else
                        if MACandleType == "05 Point & Figure"
                            pointfigure(syminfo.tickerid, "hl", "Traditional", 1, 3)

MA = security(gettickerid(MACandleType), res(MAResolution), ma(MAType, MASource, MAPeriod))

plot(MAVisible ? MA : na, color=color.white, linewidth=2, title="Middle Band", show_last= HighlightInclusion ? MAPeriod : 0)
plot(MAVisible and HighlightInclusion and ShowGhostTrail ? MA[MAPeriod-1] : na, color=color.black, linewidth=2, title="MA Trail", offset=((MAPeriod-1)*-1), transp=10)


Deviation = UseATRDeviation ? security(gettickerid(MACandleType), res(MAResolution), atr(ATRPeriod)) :  security(gettickerid(MACandleType), res(MAResolution), stdev(MASource, MAPeriod))

UpperBand = MA + (Deviation * UpperBandMultiplier)
LowerBand = MA - (Deviation * LowerBandMultiplier)

SmoothedUpperBand = ma(UpperBandSmoothingMAType, UpperBand, UpperBandSmoothingMAPeriod)
SmoothedLowerBand = ma(LowerBandSmoothingMAType, LowerBand, LowerBandSmoothingMAPeriod)

UpperPlot = plot(SmoothedUpperBand, color=color.white, linewidth=1, title="Upper Band", show_last= HighlightInclusion ? MAPeriod : 0)
UpperShadowPlot = plot(HighlightInclusion and ShowGhostTrail ? SmoothedUpperBand[MAPeriod-1] : na, color=color.black, linewidth=1, title="Upper Band Trail", offset=((MAPeriod-1)*-1), transp=10)
LowerPlot = plot(SmoothedLowerBand, color=color.white, linewidth=1, title="Lower Band", show_last= HighlightInclusion ? MAPeriod : 0)
LowerShadowPlot = plot(HighlightInclusion and ShowGhostTrail ? SmoothedLowerBand[MAPeriod-1] : na, color=color.black, linewidth=1, title="Lower Band Trail", offset=((MAPeriod-1)*-1), transp=10)

PercentB = (security(gettickerid(MACandleType), res(MAResolution), close) - LowerBand) / (UpperBand - LowerBand)

fill(UpperPlot, LowerPlot, color = f_cRedLime(PercentB, HideFill, UseBasicFill), show_last= HighlightInclusion ? MAPeriod : 100000000)
fill(UpperShadowPlot, LowerShadowPlot, color = f_cRedLimeShadow(PercentB[MAPeriod-1], HideFill, UseBasicFill))

BBWidth = (UpperBand - LowerBand) / MA


if(ShowBBDetails)
    label Label = label.new(bar_index, na, "\nFancy Bollinger Band Details:\n\nUpper Band: " + tostring(UpperBand) + "\nMid Band: " + tostring(MA) + "\nLower Band: " + tostring(LowerBand) + "\n%B: " + tostring(PercentB) + "\nBollinger Band Width: " + tostring(BBWidth) + "\n\nHide this message in settings.\nUncheck Show Details", 
      color=color.black, 
      textcolor=color.white,
      style=label.style_label_down, size=size.normal, textalign=text.align_left)
    label.set_y(Label, high > UpperBand ? high : UpperBand)
    label.delete(Label[1])


// Forecasting - forcasted prices are calculated using our MAType and MASource for the MAPeriod - the last X candles.
//              it essentially replaces the oldest X candles, with the selected source * X candles
// Bias - We'll add an "adjustment" for each additional candle being forecasted based on ATR of the previous X candles
bias(Bias, BiasPeriod) =>
    if Bias == "Neutral"
        0
    else
        if Bias == "Bullish"
            (atr(BiasPeriod) * ForecastBiasMagnitude)
        else
            if Bias == "Bearish"
                ((atr(BiasPeriod)  * ForecastBiasMagnitude) * -1) // multiplying by -1 to make it a negative, bearish bias

// Note - Can not show forecasts on different resolutions at the moment, x-axis is an issue
Bias = bias(ForecastBias, ForecastBiasPeriod) // 14 is default atr period
MAForecast1 = MAPeriod > 1 ? (security(syminfo.tickerid, res(MAResolution), ma(MAType, MASource, MAPeriod - 1)) * (MAPeriod - 1) + ((MASource * 1) + (Bias * 1))) / MAPeriod : na
MAForecast2 = MAPeriod > 2 ? (security(syminfo.tickerid, res(MAResolution), ma(MAType, MASource, MAPeriod - 2)) * (MAPeriod - 2) + ((MASource * 2) + (Bias * 2))) / MAPeriod : na
MAForecast3 = MAPeriod > 3 ? (security(syminfo.tickerid, res(MAResolution), ma(MAType, MASource, MAPeriod - 3)) * (MAPeriod - 3) + ((MASource * 3) + (Bias * 3))) / MAPeriod : na
MAForecast4 = MAPeriod > 4 ? (security(syminfo.tickerid, res(MAResolution), ma(MAType, MASource, MAPeriod - 4)) * (MAPeriod - 4) + ((MASource * 4) + (Bias * 4))) / MAPeriod : na
MAForecast5 = MAPeriod > 5 ? (security(syminfo.tickerid, res(MAResolution), ma(MAType, MASource, MAPeriod - 5)) * (MAPeriod - 5) + ((MASource * 5) + (Bias * 5))) / MAPeriod : na

plot(MAResolution == "00 Current" and ShowForecast and MAVisible ? MAForecast1 : na, color=color.white, linewidth=1, style=plot.style_circles, title="Middle Band Forecast 1", offset=1, show_last=1)
plot(MAResolution == "00 Current" and ShowForecast and MAVisible ? MAForecast2 : na, color=color.white, linewidth=1, style=plot.style_circles, title="Middle Band Forecast 2", offset=2, show_last=1)
plot(MAResolution == "00 Current" and ShowForecast and MAVisible ? MAForecast3 : na, color=color.white, linewidth=1, style=plot.style_circles, title="Middle Band Forecast 3", offset=3, show_last=1)
plot(MAResolution == "00 Current" and ShowForecast and MAVisible ? MAForecast4 : na, color=color.white, linewidth=1, style=plot.style_circles, title="Middle Band Forecast 4", offset=4, show_last=1)
plot(MAResolution == "00 Current" and ShowForecast and MAVisible ? MAForecast5 : na, color=color.white, linewidth=1, style=plot.style_circles, title="Middle Band Forecast 5", offset=5, show_last=1)


// Take Profit and Stop Loss
profitTarget = (close * (takeProfitPercent / 100)) / syminfo.mintick
lossTarget = (close * (stopLossPercent / 100)) / syminfo.mintick

float longOpen = 0
float longOpenCount = 0
float longClose = 0
float longCloseCount =0

bool validLongOpen = true 
bool validLongClose = true


testLongOpen(Conditionlo)=>
    if Conditionlo
        if OpenConditionsRequirement == "All" and validLongOpen
            [1, longOpenCount, true]
        else if OpenConditionsRequirement == "Any"
            [1, longOpenCount, validLongOpen]
        else if OpenConditionsRequirement == "Minimum count"
            [0, longOpenCount + 1, validLongOpen]
        else
            [longOpen, longOpenCount, validLongOpen]
    else
        [0, longOpenCount, false]
        
testLongClose(Conditionlc)=>
    if Conditionlc
        if CloseConditionsRequirement == "All" and validLongClose
            [1, longCloseCount, true]
        else if CloseConditionsRequirement == "Any"
            [1, longCloseCount, validLongClose]
        else if CloseConditionsRequirement == "Minimum count"
            [0, int(longCloseCount + 1), validLongClose]
        else
            [longClose, longCloseCount, validLongClose]
    else
        [0, longCloseCount, false]
        
        




//------------------------------CONDITIONS-----------------------------
bool isCrossoverUpperBand = crossover(close, UpperBand)

if CrossoverUpperBand == "Long Open" or CrossoverUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isCrossoverUpperBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if CrossoverUpperBand == "Long Close" or CrossoverUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isCrossoverUpperBand)
    longClose := a
    longCloseCount := b
    validLongClose := c
            
bool isCrossunderUpperBand = crossunder(close, UpperBand)            
            
if CrossunderUpperBand == "Long Open" or CrossunderUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isCrossunderUpperBand) 
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if CrossunderUpperBand == "Long Close" or CrossunderUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isCrossunderUpperBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c        
            
bool isCrossoverMiddleBand = crossover(close, MA)

if CrossoverMiddleBand == "Long Open" or CrossoverMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isCrossoverMiddleBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if CrossoverMiddleBand == "Long Close" or CrossoverMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isCrossoverMiddleBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
bool isCrossunderMiddleBand = crossunder(close, MA)            
            
if CrossunderMiddleBand == "Long Open" or CrossunderMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isCrossunderMiddleBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if CrossunderMiddleBand == "Long Close" or CrossunderMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isCrossunderMiddleBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c                 
            




bool isCrossoverLowerBand = crossover(close, LowerBand)

if CrossoverLowerBand == "Long Open" or CrossoverLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isCrossoverLowerBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if CrossoverLowerBand == "Long Close" or CrossoverLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isCrossoverLowerBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
bool isCrossunderLowerBand = crossunder(close, LowerBand)            
            
if CrossunderLowerBand == "Long Open" or CrossunderLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isCrossunderLowerBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if CrossunderLowerBand == "Long Close" or CrossunderLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isCrossunderLowerBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
            
            
            
bool isPriceAboveUpperBand = close > UpperBand

if PriceAboveUpperBand == "Long Open" or PriceAboveUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPriceAboveUpperBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PriceAboveUpperBand == "Long Close" or PriceAboveUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPriceAboveUpperBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
bool isPriceBelowUpperBand = close < UpperBand            
            
if PriceBelowUpperBand == "Long Open" or PriceBelowUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPriceBelowUpperBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PriceBelowUpperBand == "Long Close" or PriceBelowUpperBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPriceBelowUpperBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c              
            
bool isPriceAboveMiddleBand = close > MA

if PriceAboveMiddleBand == "Long Open" or PriceAboveMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPriceAboveMiddleBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PriceAboveMiddleBand == "Long Close" or PriceAboveMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPriceAboveMiddleBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
bool isPriceBelowMiddleBand = close < MA          
            
if PriceBelowMiddleBand == "Long Open" or PriceBelowMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPriceBelowMiddleBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PriceBelowMiddleBand == "Long Close" or PriceBelowMiddleBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPriceBelowMiddleBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c                 
            




bool isPriceAboveLowerBand = close > LowerBand

if PriceAboveLowerBand == "Long Open" or PriceAboveLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPriceAboveLowerBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PriceAboveLowerBand == "Long Close" or PriceAboveLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPriceAboveLowerBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
bool isPriceBelowLowerBand = close < LowerBand           
            
if PriceBelowLowerBand == "Long Open" or PriceBelowLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPriceBelowLowerBand)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PriceBelowLowerBand == "Long Close" or PriceBelowLowerBand == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPriceBelowLowerBand) 
    longClose := a
    longCloseCount := b
    validLongClose := c       
            
            
bool isBandWidthCrossoverBandValue1 = crossover(BBWidth, BandWidth1)           
            
if BandWidthCrossoverBandValue1 == "Long Open" or BandWidthCrossoverBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthCrossoverBandValue1)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthCrossoverBandValue1 == "Long Close" or BandWidthCrossoverBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthCrossoverBandValue1) 
    longClose := a
    longCloseCount := b
    validLongClose := c   
            
bool isBandWidthCrossoverBandValue2 = crossover(BBWidth, BandWidth2)           
            
if BandWidthCrossoverBandValue2 == "Long Open" or BandWidthCrossoverBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthCrossoverBandValue2)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthCrossoverBandValue2 == "Long Close" or BandWidthCrossoverBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthCrossoverBandValue2) 
    longClose := a
    longCloseCount := b
    validLongClose := c     
            
            
            
            
bool isBandWidthCrossunderBandValue1 = crossunder(BBWidth, BandWidth1)           
            
if BandWidthCrossunderBandValue1 == "Long Open" or BandWidthCrossunderBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthCrossunderBandValue1)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthCrossunderBandValue1 == "Long Close" or BandWidthCrossunderBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthCrossunderBandValue1) 
    longClose := a
    longCloseCount := b
    validLongClose := c    
            
bool isBandWidthCrossunderBandValue2 = crossunder(BBWidth, BandWidth2)           
            
if BandWidthCrossunderBandValue2 == "Long Open" or BandWidthCrossunderBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthCrossunderBandValue2)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthCrossunderBandValue2 == "Long Close" or BandWidthCrossunderBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthCrossunderBandValue2) 
    longClose := a
    longCloseCount := b
    validLongClose := c     
            
            


bool isBandWidthAboveBandValue1 = BBWidth > BandWidth1          
            
if BandWidthAboveBandValue1 == "Long Open" or BandWidthAboveBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthAboveBandValue1)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthAboveBandValue1 == "Long Close" or BandWidthAboveBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthAboveBandValue1) 
    longClose := a
    longCloseCount := b
    validLongClose := c     
            
bool isBandWidthAboveBandValue2 = BBWidth > BandWidth2           
            
if BandWidthAboveBandValue2 == "Long Open" or BandWidthAboveBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthAboveBandValue2)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthAboveBandValue2 == "Long Close" or BandWidthAboveBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthAboveBandValue2) 
    longClose := a
    longCloseCount := b
    validLongClose := c     
            
            
            
            
bool isBandWidthBelowBandValue1 = BBWidth < BandWidth1           
            
if BandWidthBelowBandValue1 == "Long Open" or BandWidthBelowBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthBelowBandValue1)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthBelowBandValue1 == "Long Close" or BandWidthBelowBandValue1 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthBelowBandValue1) 
    longClose := a
    longCloseCount := b
    validLongClose := c    
            
bool isBandWidthBelowBandValue2 = BBWidth < BandWidth2         
            
if BandWidthBelowBandValue2 == "Long Open" or BandWidthBelowBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isBandWidthBelowBandValue2)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if BandWidthBelowBandValue2 == "Long Close" or BandWidthBelowBandValue2 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isBandWidthBelowBandValue2) 
    longClose := a
    longCloseCount := b
    validLongClose := c     





bool isPercentBCrossoverPercentBValue1 = crossover(PercentB, PercentB1)           
            
if PercentBCrossoverPercentBValue1 == "Long Open" or PercentBCrossoverPercentBValue1 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPercentBCrossoverPercentBValue1)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PercentBCrossoverPercentBValue1 == "Long Close" or PercentBCrossoverPercentBValue1 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPercentBCrossoverPercentBValue1) 
    longClose := a
    longCloseCount := b
    validLongClose := c    
            
bool isPercentBCrossoverPercentBValue2 = crossover(PercentB, PercentB2)           
            
if PercentBCrossoverPercentBValue2 == "Long Open" or PercentBCrossoverPercentBValue2 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPercentBCrossoverPercentBValue2)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PercentBCrossoverPercentBValue2 == "Long Close" or PercentBCrossoverPercentBValue2 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPercentBCrossoverPercentBValue2) 
    longClose := a
    longCloseCount := b
    validLongClose := c    
            
            
            
            
bool isPercentBCrossunderPercentBValue1 = crossunder(PercentB, PercentB1)           
            
if PercentBCrossunderPercentBValue1 == "Long Open" or PercentBCrossunderPercentBValue1 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPercentBCrossunderPercentBValue1)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PercentBCrossunderPercentBValue1 == "Long Close" or PercentBCrossunderPercentBValue1 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPercentBCrossunderPercentBValue1) 
    longClose := a
    longCloseCount := b
    validLongClose := c      
            
bool isPercentBCrossunderPercentBValue2 = crossunder(PercentB, PercentB2)           
            
if PercentBCrossunderPercentBValue2 == "Long Open" or PercentBCrossunderPercentBValue2 == "Long Open and Long Close"
    [a,b,c] = testLongOpen(isPercentBCrossunderPercentBValue2)
    longOpen := a
    longOpenCount := b
    validLongOpen := c
if PercentBCrossunderPercentBValue2 == "Long Close" or PercentBCrossunderPercentBValue2 == "Long Open and Long Close"
    [a,b,c] = testLongClose(isPercentBCrossunderPercentBValue2) 
    longClose := a
    longCloseCount := b
    validLongClose := c     
            
            


// bool isPercentBAbovePercentBValue1 = PercentB > PercentB1          
            
// if PercentBAbovePercentBValue1 == "Long Open" or PercentBAbovePercentBValue1 == "Long Open and Long Close"
//     [a,b,c] = testLongOpen(isPercentBAbovePercentBValue1)
//     longOpen := a
//     longOpenCount := b
//     validLongOpen := c
// if PercentBAbovePercentBValue1 == "Long Close" or PercentBAbovePercentBValue1 == "Long Open and Long Close"
//     [a,b,c] = testLongClose(isPercentBAbovePercentBValue1) 
//     longClose := a
//     longCloseCount := b
//     validLongClose := c     
            
// bool isPercentBAbovePercentBValue2 = PercentB > PercentB2           
            
// if PercentBAbovePercentBValue2 == "Long Open" or PercentBAbovePercentBValue2 == "Long Open and Long Close"
//     [a,b,c] = testLongOpen(isPercentBAbovePercentBValue2)
//     longOpen := a
//     longOpenCount := b
//     validLongOpen := c
// if PercentBAbovePercentBValue2 == "Long Close" or PercentBAbovePercentBValue2 == "Long Open and Long Close"
//     [a,b,c] = testLongClose(isPercentBAbovePercentBValue2) 
//     longClose := a
//     longCloseCount := b
//     validLongClose := c      
             
            
            
            
// bool isPercentBBelowPercentBValue1 = PercentB < PercentB1           
            
// if PercentBBelowPercentBValue1 == "Long Open" or PercentBBelowPercentBValue1 == "Long Open and Long Close"
//     [a,b,c] = testLongOpen(isPercentBBelowPercentBValue1)
//     longOpen := a
//     longOpenCount := b
//     validLongOpen := c
// if PercentBBelowPercentBValue1 == "Long Close" or PercentBBelowPercentBValue1 == "Long Open and Long Close"
//     [a,b,c] = testLongClose(isPercentBBelowPercentBValue1) 
//     longClose := a
//     longCloseCount := b
//     validLongClose := c    
            
// bool isPercentBBelowPercentBValue2 = PercentB < PercentB2         
            
// if PercentBBelowPercentBValue2 == "Long Open" or PercentBBelowPercentBValue2 == "Long Open and Long Close"
//     [a,b,c] = testLongOpen(isPercentBBelowPercentBValue2)
//     longOpen := a
//     longOpenCount := b
//     validLongOpen := c
// if PercentBBelowPercentBValue2 == "Long Close" or PercentBBelowPercentBValue2 == "Long Open and Long Close"
//     [a,b,c] = testLongClose(isPercentBBelowPercentBValue2) 
//     longClose := a
//     longCloseCount := b
//     validLongClose := c     



//-------------------------------------END CONDITIONS-------------------------------------------        


    
if OpenConditionsRequirement == "Minimum count"
    if longOpenCount >= OpenConditionsMinimumCount
        longOpen := 1
if CloseConditionsRequirement == "Minimum count"
    if longCloseCount >= CloseConditionsMinimumCount
        longClose := 1

// Tie breaker
if longClose == 1 and longOpen == 1
    longOpen := 0

if longOpen == 1 and window()
    strategy.entry("Long", true) // buy by market
    strategy.exit("Take Profit or Stop Loss", "Long", profit = profitTarget, loss = lossTarget)
else if longClose == 1 and window()
    strategy.close("Long")
else if not window()
    strategy.close("Long")

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