Strategi Trek Henti Suai


Tarikh penciptaan: 2024-01-02 11:10:54 Akhirnya diubah suai: 2024-01-02 11:10:54
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Strategi Trek Henti Suai

Gambaran keseluruhan

Idea utama strategi ini adalah menggabungkan penapis Kalman dan pengesanan berhenti untuk membina orbit berhenti yang disesuaikan secara dinamik. Penapis Kalman digunakan untuk mengesan harga dan memberikan nilai ramalan harga. Orbit berhenti dibina berdasarkan ramalan dengan peratusan tertentu, untuk mencapai harga pengesanan dinamik.

Strategi ini boleh memberi kesan yang baik dalam pasaran yang sedang tren.

Prinsip Strategi

Strategi ini terdiri daripada beberapa bahagian:

  1. Penapis Kalman

    • Menggunakan algoritma rekursif untuk meramalkan harga
    • Harga rata dan memberikan nilai ramalan
  2. Hentikan Kerosakan Orbit

    • Membina nisbah berdasarkan nilai ramalan
    • Rasio akan semakin mendekati nilai ramalan apabila bar semakin kecil
    • Apabila harga menembusi orbit, ia akan berhenti.
  3. Tambahan dan penangguhan

    • Menggunakan kaedah Martingale untuk menampung kerugian
    • Tetapkan penghalang pelbagai peringkat

Proses utama keseluruhan strategi adalah seperti berikut:

  1. Ramalan harga penapis Kalman
  2. Menetapkan trajectori stop loss berdasarkan harga dan perkadaran yang diramalkan
  3. Apabila harga bergerak ke arah yang menguntungkan, stop loss akan semakin dekat untuk memaksimumkan keuntungan.
  4. Jika harga menembusi orbit, ia akan berhenti.
  5. Tambah kedudukan apabila rugi
  6. Menetapkan pelbagai halangan untuk memastikan keuntungan

Analisis kelebihan

Strategi ini mempunyai kelebihan utama:

  1. Menggunakan penapis Kalman untuk meramalkan harga dengan lebih lancar dan tepat berbanding penunjuk lain
  2. Orbit Henti Kerosakan Beradaptasi, boleh disesuaikan dengan keadaan sebenar untuk memaksimumkan keuntungan
  3. Tambahan kepada itu, terdapat beberapa cara yang boleh anda gunakan untuk menjana keuntungan dalam pasaran yang sedang berkembang.
  4. Lebih banyak parameter yang boleh dikonfigurasi dan boleh disesuaikan secara fleksibel

Analisis risiko

Ini adalah salah satu strategi yang paling berbahaya.

  1. StartStop sering dipicu dalam keadaan yang tidak menentu, meningkatkan frekuensi transaksi dan yuran
  2. Mekanisme ganti rugi, walaupun boleh dipertingkatkan, meningkatkan risiko dan DD.
  3. Multi-Level Stop-Loss Menjamin Keuntungan, Tetapi Mengurangkan Peluang

Ia boleh dioptimumkan dengan:

  1. Penangguhan perdagangan di tengah-tengah pergolakan
  2. Menyesuaikan parameter penyesuaian dan penangguhan untuk mengurangkan risiko

Arah pengoptimuman

Strategi ini juga boleh dioptimumkan dengan:

  1. Menambah penapis untuk mengenal pasti trend dan getaran
  2. Meneroka isyarat palsu dengan lebih banyak petunjuk
  3. Boleh dipertimbangkan untuk menghapuskan keseluruhan stok apabila ada kerugian
  4. Tambah modul pengurusan kedudukan
  5. Pasaran yang berbeza boleh mempertimbangkan kombinasi parameter yang berbeza untuk pengoptimuman pengembalian

ringkaskan

Secara keseluruhannya, strategi stop loss adaptif ini menggabungkan ramalan Kalman dan stop loss dinamik untuk membentuk pemikiran yang agak unik. Hasil yang baik dapat diperoleh dengan penyesuaian parameter yang sesuai. Dengan reka bentuk dan pengoptimuman modular yang lebih lanjut, strategi ini dapat dibuat lebih baik dan digunakan di lebih banyak pasaran.

Kod sumber strategi
/*backtest
start: 2023-06-01 00:00:00
end: 2024-01-01 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © BigCoinHunter

    //  ____  _        _____      _       _    _             _            
    // |  _ \(_)      / ____|    (_)     | |  | |           | |           
    // | |_) |_  __ _| |     ___  _ _ __ | |__| |_   _ _ __ | |_ ___ _ __ 
    // |  _ <| |/ _` | |    / _ \| | '_ \|  __  | | | | '_ \| __/ _ \ '__|
    // | |_) | | (_| | |___| (_) | | | | | |  | | |_| | | | | ||  __/ |   
    // |____/|_|\__, |\_____\___/|_|_| |_|_|  |_|\__,_|_| |_|\__\___|_|   
    //           __/ |                                                    
    //          |___/                                                     

//@version=5
strategy(title='Loft Strategy V4', overlay=true, 
     pyramiding=0, default_qty_type=strategy.cash, 
     default_qty_value=100, initial_capital=10000, 
     currency=currency.USD, commission_value=0.05, 
     commission_type=strategy.commission.percent, 
     process_orders_on_close=true)

//-------------- fetch user inputs ------------------
gain = input.float(title="Kalman Gain:", defval=100.0, minval=1, maxval=10000.0, step=1)
src = input(defval=close, title='Source:')

stopPercentBase = input.float(title='Beginning Approach(%)', defval=5.0, minval=0.1, maxval=30.0, step=0.1)
stopPercentMin = input.float(title='Final Approach(%)', defval=1.0, minval=0.1, maxval=30.0, step=0.1)
downStep = input.float(title='Approach Decrease Step', defval=0.001, minval=0.0, maxval = 5, step=0.001)
//stopPercentDeviation = input.float(title="Approach Deviation", defval=1.0, minval=0.1, maxval = 5.0, step=0.1)

baseOrderQty = input.float(title="Base Order Quantity", defval=100.0, minval=0.001)
maxOrderCount = input.int(title="Max Safe Order Attemp", defval=4, minval=1)
priceDeviation = input.float(title="Safe Order Deviation", defval=3, minval=1.0, step=0.1)
profitDeviation = input.float(title="Profit Deviation", defval=1.0, minval=1.0, maxval=10, step=0.1)
maxTakeProfit = input.float(title="Max Take Profit(%)", defval=25.0, maxval=100, step=0.1)
maxOrderQty = input.float(title="Max Order Quantity", defval=1.0, minval=0.01)

baseTP1 = input.float(title="TP1(%)", defval=1.0, minval=0.0, maxval=100.0, step=0.1, inline="0")
qt1     = input.int(title="QT1(%):", defval=40, minval=1, maxval=100, step=5, inline="0")

baseTP2 = input.float(title="TP2(%)", defval=3.0, minval=0.0, maxval=100.0, step=0.1, inline="1")
qt2     = input.int(title="QT2(%):", defval=30, minval=1, maxval=100, step=5, inline="1")

baseTP3 = input.float(title="TP3(%)", defval=5.0, minval=0.0, maxval=100.0, step=0.1, inline="2")
qt3     = input.int(title="QT3(%):", defval=30, minval=1, maxval=100, step=5, inline="2")

initialStopLoss = input.float(title="Stop Loss(%)", defval=0.0, minval=0.0, maxval=100.0, step=0.1)

longEntry = input.bool(defval=true, title= 'Long Entry', inline="3")
shortEntry = input.bool(defval=true, title='Short Entry', inline="3")

useSafeStop2 = input.bool(defval = true, title="Safe Stop After TP2", inline="6")
useSafeStop1 = input.bool(defval = false, title="Safe Stop After TP1", inline="6")

//---------- backtest range setup ------------
fromDay   = input.int(defval = 1, title = "From Date:", minval = 1, maxval = 31, inline="4")
fromMonth = input.int(defval = 1, title = "/", minval = 1, maxval = 12, inline="4")
fromYear  = input.int(defval = 2021, title = "/", minval = 2010, inline="4")
toDay     = input.int(defval = 30, title = "To__ Date:", minval = 1, maxval = 31, inline="5")
toMonth   = input.int(defval = 12, title = "/", minval = 1, maxval = 12, inline="5")
toYear    = input.int(defval = 2022, title = "/", minval = 2010, inline="5")

//------------ time interval setup -----------
start     = timestamp(fromYear, fromMonth, fromDay, 00, 00)  // backtest start window
finish    = timestamp(toYear, toMonth, toDay, 23, 59)        // backtest finish window
window()  => true // create function "within window of time"


//------- define the order comments ------
enterLongComment = ""
exitLongComment = ""

enterShortComment = ""
exitShortComment = ""

longTPSL = ""
longTP = ""
longSL = ""

shortTPSL = ""
shortTP = ""
shortSL = ""

//--------- Define global variables -----------
var bool long = true
var bool stoppedOutLong = false
var bool stoppedOutShort = false
var float kf = 0.0
var float velo = 0.0

var float orderQty = baseOrderQty
var float stopLoss = initialStopLoss
var bool isProfit = false
var int barindex = 1
var int winCounter = 0
var int winCounterBuffer = 0
var int failCounter = 0

var float tp1 = baseTP1
var float tp2 = baseTP2
var float tp3 = baseTP3

var bool isTakeTP1 = false
var bool isTakeTP2 = false  
var bool isTakeTP3 = false  
var bool isLastProfit = true

var float stopPercentMax = stopPercentBase
var float stopPercent = stopPercentBase
var float stopLine = 0.0

var labelColor = color.blue


//------ kalman filter calculation --------
dk = src - nz(kf[1], src)
smooth = nz(kf[1], src) + dk * math.sqrt(gain / 10000 * 2)
velo := nz(velo[1], 0) + gain / 10000 * dk
kf := smooth + velo


//--------- calculate the loft stopLoss line ---------
//stopPercentMax := isLastProfit ? stopPercentBase : (stopPercentBase * stopPercentDeviation)

if long == true
    stopLine := kf - (kf * (stopPercent / 100))
    
    if long[1] == true and stopLine <= stopLine[1]
        stopLine := stopLine[1]
    else if (long[1] == true)
        stopPercent := stopPercent - downStep
        if(stopPercent < stopPercentMin)
            stopPercent := stopPercentMin
    
    if(kf < stopLine)
        long := false
        stopPercent := stopPercentMax
        stopLine := kf + (kf * (stopPercent / 100))
        
else
    stopLine := kf + (kf * (stopPercent / 100))
    
    if long[1] == false and stopLine >= stopLine[1]
        stopLine := stopLine[1]
    else if(long[1] == false)
        stopPercent := stopPercent - downStep
        if(stopPercent < stopPercentMin)
            stopPercent := stopPercentMin
            
    if(kf > stopLine)
        long := true
        stopPercent := stopPercentMax
        stopLine := kf - (kf * (stopPercent / 100))


//------------------- determine buy and sell points ---------------------
buySignall = window() and long  and (not stoppedOutLong)
sellSignall = window() and (not long)  and (not stoppedOutShort)
                    
                    
if longEntry and shortEntry 

    if buySignall and baseTP1 <= 0.0
            
        if strategy.position_size < 0
            if close < strategy.position_avg_price
                isLastProfit := true
        else if strategy.position_size == 0
            if strategy.wintrades > winCounter //strategy.wintrades[ barindex ]
                isLastProfit := true
        else
            isLastProfit := false
        
    else if sellSignall and baseTP1 <= 0.0
        
        if strategy.position_size > 0
            if close > strategy.position_avg_price
                isLastProfit := true
        else if strategy.position_size == 0
            if strategy.wintrades > winCounter //strategy.wintrades[ barindex ]
                isLastProfit := true
        else
            isLastProfit := false
    
    else if isTakeTP2 == true
        isLastProfit := true
    else
        isLastProfit := false

else if longEntry
    if sellSignall
        winCounterBuffer := winCounter
    if buySignall
        if winCounter > winCounterBuffer
            isLastProfit := true
        else
            isLastProfit := false

else if shortEntry
    if buySignall
        winCounterBuffer := winCounter
    if sellSignall
        if winCounter > winCounterBuffer
            isLastProfit := true
        else
            isLastProfit := false
    

//------------- set the deviations ------------
var float maxOrderSize = (baseOrderQty * math.pow(priceDeviation, maxOrderCount - 1))

if buySignall or sellSignall
    
    if isLastProfit == false
    
        orderQty := orderQty * priceDeviation
        
        tp1 := tp1 * profitDeviation
        tp2 := tp2 * profitDeviation
        tp3 := tp3 * profitDeviation
        
        tp1 := math.min(tp1, maxTakeProfit)
        tp2 := math.min(tp2, maxTakeProfit)
        tp3 := math.min(tp3, maxTakeProfit)
        
        if orderQty > maxOrderSize
            failCounter := failCounter + 1
            orderQty := baseOrderQty
            tp1 := baseTP1
            tp2 := baseTP2
            tp3 := baseTP3
                
    else
        orderQty := baseOrderQty
        tp1 := baseTP1
        tp2 := baseTP2
        tp3 := baseTP3


// ----------------- put debug labels -------------------
if orderQty == maxOrderSize
    labelColor := color.red
else
    labelColor := isLastProfit ? color.lime : color.yellow

if longEntry and shortEntry
    if buySignall or sellSignall
        label.new( x=bar_index, y=high, text="Qty:"+str.tostring(math.min(orderQty, maxOrderQty))+" | Worst Case:"+str.tostring(failCounter) ,color = labelColor  )
else if longEntry
    if buySignall
        label.new( x=bar_index, y=high, text="Qty:"+str.tostring(math.min(orderQty, maxOrderQty))+" | Worst Case:"+str.tostring(failCounter) ,color = labelColor  )
else if shortEntry
    if sellSignall
        label.new( x=bar_index, y=high, text="Qty:"+str.tostring(math.min(orderQty, maxOrderQty))+" | Worst Case:"+str.tostring(failCounter) ,color = labelColor  )



//---------- execute the strategy -----------------
nz(orderQty, baseOrderQty)

if longEntry and shortEntry

    if long
        strategy.close_all( when = buySignall, comment = exitShortComment)
        strategy.entry("LONG", strategy.long, when = buySignall, qty=math.min(orderQty, maxOrderQty), comment = enterLongComment)
        stoppedOutLong := true
        stoppedOutShort := false
            
    else
        strategy.close_all(when=sellSignall, comment = exitLongComment)
        strategy.entry("SHORT", strategy.short, when = sellSignall, qty=math.min(orderQty, maxOrderQty), comment = enterShortComment)
        stoppedOutLong  := false
        stoppedOutShort := true

else if(longEntry)
    strategy.entry("LONG", strategy.long,  when = buySignall, qty=math.min(orderQty, maxOrderQty), comment = enterLongComment)
    strategy.close("LONG", when = sellSignall, comment = exitLongComment)
    if long 
        stoppedOutLong := true
        stoppedOutShort := false
    else
        stoppedOutLong  := false
        stoppedOutShort := true

else if(shortEntry)
    strategy.entry("SHORT", strategy.short, when = sellSignall, qty=math.min(orderQty, maxOrderQty), comment = enterShortComment)
    strategy.close("SHORT", when = buySignall, comment = exitShortComment)
    if not long
        stoppedOutShort := true
        stoppedOutLong  := false
    else
        stoppedOutShort := false
        stoppedOutLong := true



//--------- calculate the TP/SL entries -----------
longProfitPrice1  = strategy.position_avg_price * (1 + tp1 * 0.01)
longProfitPrice2  = strategy.position_avg_price * (1 + tp2 * 0.01)
longProfitPrice3  = strategy.position_avg_price * (1 + tp3 * 0.01)
        
shortProfitPrice1  = strategy.position_avg_price * (1 - tp1 * 0.01)
shortProfitPrice2  = strategy.position_avg_price * (1 - tp2 * 0.01)
shortProfitPrice3  = strategy.position_avg_price * (1 - tp3 * 0.01)

longStopPrice = strategy.position_avg_price * (1 - stopLoss * 0.01)
shortStopPrice = strategy.position_avg_price * (1 + stopLoss * 0.01)

shortSafeStopPrice2 = strategy.position_avg_price * (1 - 0.2 * 0.01)
longSafeStopPrice2 = strategy.position_avg_price * (1 + 0.2 * 0.01)

longSafeStopPrice1 = stopLine
shortSafeStopPrice1 = stopLine

//----------- calculate TP quantity values -----------
takeQty1 = math.min(orderQty, maxOrderQty) * qt1 / 100
takeQty2 = math.min(orderQty, maxOrderQty) * qt2 / 100
takeQty3 = math.min(orderQty, maxOrderQty) * qt3 / 100


//----------------- take profit and stop loss processes -----------------
if strategy.position_size > 0

    if close > longProfitPrice1 and tp1 > 0 and isTakeTP1 == false
        strategy.close(id="LONG", qty=takeQty1, comment = "longTP 1")
        isTakeTP1 := true
    
    if close > longProfitPrice2 and tp2 > 0 and isTakeTP2 == false
        strategy.close(id="LONG", qty=takeQty2, comment = "longTP 2")
        isTakeTP2 := true
    
    if close > longProfitPrice3 and tp3 > 0 and isTakeTP3 == false
        strategy.close(id="LONG", qty=takeQty3, comment = "longTP 3")
        isTakeTP3 := true
    
    if isTakeTP2 == true and useSafeStop2
        strategy.exit(id="LONG", stop=longSafeStopPrice2, comment = "Long Safe Stop2")
    if isTakeTP1 == true and useSafeStop1
        strategy.exit(id="LONG", stop=longSafeStopPrice1, comment = "Long Safe Stop1")
    
            
if strategy.position_size < 0

    if close < shortProfitPrice1 and tp1 > 0 and isTakeTP1 == false
        strategy.close(id="SHORT", qty=takeQty1, comment = "Short TP 1")
        isTakeTP1 := true
    
    if close < shortProfitPrice2 and tp2 > 0 and isTakeTP2 == false
        strategy.close(id="SHORT", qty=takeQty2, comment = "Short TP 2")
        isTakeTP2 := true
    
    if close < shortProfitPrice3 and tp3 > 0 and isTakeTP3 == false
        strategy.close(id="SHORT", qty=takeQty3, comment = "Short TP 3")
        isTakeTP3 := true
    
    if isTakeTP2 == true and useSafeStop2
        strategy.exit(id="SHORT", stop=shortSafeStopPrice2, comment = "Short Safe Stop2")    
    if isTakeTP1 == true and useSafeStop1
        strategy.exit(id="SHORT", stop=shortSafeStopPrice1, comment = "Short Safe Stop1")

if(initialStopLoss>0.0)
    if ( strategy.position_size > 0 )
        strategy.exit(id="LONG",  stop=longStopPrice, comment = "Long Stop Loss")

    else if ( strategy.position_size < 0 )
        strategy.exit(id="SHORT",  stop=shortStopPrice,  comment = "Short Stop Loss")
        
    
    
if buySignall or sellSignall
    
    isTakeTP1 := false
    isTakeTP2 := false  
    isTakeTP3 := false
    
    // winCounter := strategy.wintrades
    

//------------- plot charts ---------------------
lineColor1 = long ? color.green : color.red
lineColor2 = long ? color.aqua : color.fuchsia

kalmanPlot = plot(kf, color=lineColor1, linewidth=3, title = "Kalman Filter")
stopPlot = plot(stopLine, color=lineColor2, linewidth=2, title = "Stop Loss Line")