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Strategi Jaringan Ikan yang Ditingkatkan

Penulis:ChaoZhang, Tanggal: 2023-09-12 10:49:00
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Strategi Jaringan Ikan yang Ditingkatkan

Strategi ini meningkatkan strategi Fish Net klasik dengan menambahkan ambang sinyal beli/jual dan stop loss untuk membentuk sistem trend berikut yang lebih lengkap.

Strategi jaring ikan menilai tren pasar dengan menghitung gaya sentroid harga, yang mencerminkan hubungan antara harga dan volume.

Kunci dalam menghitung gaya sentroid terletak pada hubungan antara harga dan waktu. Secara sederhana, perubahan harga baru-baru ini memiliki bobot yang lebih besar dalam mempengaruhi penilaian tren keseluruhan, sementara harga yang lebih tua memiliki bobot yang lebih kecil. Jadi ketika menghitung, bobot yang merosot waktu dikalikan. Ini membuat transaksi yang terjadi di tingkat yang lebih tinggi lebih mempengaruhi penilaian keseluruhan.

Tapi Fish Net asli hanya menilai panjang / pendek berdasarkan arah kurva centroid, mudah terjebak dalam gerakan sisi. Versi yang ditingkatkan ini menambahkan batas sinyal beli / jual yang ditentukan, hanya menghasilkan sinyal ketika gaya centroid melebihi magnitudo tertentu, menyaring banyak kebisingan.

Selain itu, versi yang disempurnakan menerapkan mekanisme gabungan trailing stop loss dan fixed stop loss untuk exit. Setelah memasuki tren, trailing stop loss dapat terus menyesuaikan dengan tindakan harga, mencapai kontrol risiko yang dinamis.

Tentu saja, indikator kekuatan sentroid memiliki kemampuan terbatas di pasar yang kompleks, dan trailing stop juga dapat ditembus jika tidak diatur dengan benar, sehingga pedagang perlu tetap waspada dan mengoptimalkan parameter secara tepat waktu.


/*backtest
start: 2023-09-04 00:00:00
end: 2023-09-11 00:00:00
period: 30m
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=3
// Copyright nilux: https://www.tradingview.com/u/nilux/
// Based on the original of dasanc: https://www.tradingview.com/u/dasanc/

strategy("FSCG-TSSL", "FSCG-TSSL Mod Backtest", default_qty_type = strategy.percent_of_equity, default_qty_value = 100, initial_capital = 100000, slippage = 5)
Price = input.source(close, "Source")
Length = input(20,"Period")
transform = input("Inphase-Quadrature","Use Transform?",options=["Hilbert","Inphase-Quadrature","False"])
min = input(108,"Min. Period")
buyTreshold = input(-2.41, title = "Buy Treshold (-)", type = float, defval=-2.0, minval = -2.50, maxval = -0.01, step = 0.01)
sellTreshold = input(2.43, title = "Sell Treshold (+)", type = float, defval=2.0, minval = 0.01, maxval = 2.50, step = 0.01)

// === TSSL ===
fixedSL = input(title="SL Activation", defval=300)
trailSL = input(title="SL Trigger", defval=1)
fixedTP = input(title="TP Activation", defval=150)
trailTP = input(title="TP Trigger", defval=50)

// === BACKTEST RANGE ===
FromMonth = input(defval = 1, title = "From Month", minval = 1, maxval = 12)
FromDay   = input(defval = 1, title = "From Day", minval = 1, maxval = 31)
FromYear  = input(defval = 2019, title = "From Year", minval = 2015)
ToMonth   = input(defval = 1, title = "To Month", minval = 1, maxval = 12)
ToDay     = input(defval = 1, title = "To Day", minval = 1, maxval = 31)
ToYear    = input(defval = 9999, title = "To Year", minval = 2015)
start     = timestamp(FromYear, FromMonth, FromDay, 00, 00)
finish    = timestamp(ToYear, ToMonth, ToDay, 23, 59)
window()  => time >= start and time <= finish ? true : false

getIQ(src,min,max) =>
    PI = 3.14159265359
    P = src - src[7]
    lenIQ = 0.0
    lenC = 0.0
    imult = 0.635
    qmult = 0.338
    inphase = 0.0
    quadrature = 0.0
    re = 0.0
    im = 0.0
    deltaIQ = 0.0
    instIQ = 0.0
    V = 0.0
    
    inphase := 1.25*(P[4] - imult*P[2]) + imult*nz(inphase[3])
    quadrature := P[2] - qmult*P + qmult*nz(quadrature[2])
    re := 0.2*(inphase*inphase[1] + quadrature*quadrature[1]) + 0.8*nz(re[1])
    im := 0.2*(inphase*quadrature[1] - inphase[1]*quadrature) + 0.8*nz(im[1])
    if (re!= 0.0)
        deltaIQ := atan(im/re)
    for i=0 to max
        V := V + deltaIQ[i]
        if (V > 2*PI and instIQ == 0.0)
            instIQ := i
    if (instIQ == 0.0)
        instIQ := nz(instIQ[1])
    lenIQ := 0.25*instIQ + 0.75*nz(lenIQ[1],1)
    length = lenIQ<min ? min : lenIQ


getHT(src) =>
    Price = src
    Imult = .635
    Qmult = .338
    PI = 3.14159
    InPhase = 0.0
    Quadrature = 0.0
    Phase = 0.0
    DeltaPhase = 0.0
    InstPeriod = 0.0
    Period = 0.0
    Value4 = 0.0
    
    if(n > 5)
        //Detrend Price
        Value3 = Price - Price[7]
        //Compute InPhase and Quadrature components
        InPhase := 1.25*(Value3[4] - Imult*Value3[2]) + Imult*nz(InPhase[3])
        Quadrature := Value3[2] - Qmult*Value3 + Qmult*nz(Quadrature[2])
        //Use ArcTangent to compute the current phase
        if(abs(InPhase + InPhase[1]) > 0)
            Phase := 180/PI * atan(abs((Quadrature + Quadrature[1]) / (InPhase + InPhase[1])))
        //Resolve the ArcTangent ambiguity
        if(InPhase < 0 and Quadrature > 0)
            Phase := 180 - Phase
        if(InPhase < 0 and Quadrature < 0)
            Phase := 180 + Phase
        if(InPhase > 0 and Quadrature < 0)
            Phase := 360 - Phase
        //Compute a differential phase, resolve phase wraparound, and limit delta phase errors
        DeltaPhase := Phase[1] - Phase
        if(Phase[1] < 90 and Phase > 270)
            DeltaPhase := 360 + Phase[1] - Phase
        if(DeltaPhase < 1)
            DeltaPhase := 1
        if(DeltaPhase > 60)
            DeltaPhase := 60
        //Sum DeltaPhases to reach 360 degrees. The sum is the instantaneous period.
        for i = 0 to 50
            Value4 := Value4 + DeltaPhase[i]
            if(Value4 > 360 and InstPeriod == 0)
                InstPeriod := i
        //Resolve Instantaneous Period errors and smooth
        if(InstPeriod == 0)
            InstPeriod = nz(InstPeriod[1])
        Period := .25*(InstPeriod) + .75*Period[1]
    Period
    
//Get highest val in period
getHighest(src, len)=>
    H = src[len]
    for i=0 to len
        if src[i]>H
            H := src[i]
    H
    
//Get lowest val in period
getLowest(src, len)=>
    L = src[len]
    for i=0 to len
        if src[i]<L
            L := src[i]
    L

if transform == "Hilbert"
    Length := round(getHT(Price)/2)
if transform == "Inphase-Quadrature"
    Length := round(getIQ(Price,min,50)/2)
if Length<min
    Length := min
    

Num = 0.0
Denom = 0.0
CG = 0.0
MaxCG = 0.0
MinCG = 0.0
Value1 = 0.0
Value2 = 0.0
Value3 = 0.0
for i = 0 to Length - 1
    Num := Num + (1 + i)*(Price[i])
    Denom := Denom + (Price[i])
if(Denom != 0)
    CG := -Num/Denom + (Length + 1) / 2
MaxCG := getHighest(CG, Length)
MinCG := getLowest(CG, Length)
if(MaxCG != MinCG)
    Value1 := (CG - MinCG) / (MaxCG - MinCG)
Value2 := (4*Value1 + 3*Value1[1] + 2*Value1[2] + Value1[3]) / 10
Value3 := .5*log((1+1.98*(Value2-.5))/(1-1.98*(Value2-.5)))

plot(Value3, "CG",orange, linewidth=2)
plot(Value3[1], "Trigger",green, linewidth=2)
hline(0,color=color(black,60))
hline(2,linestyle=hline.style_solid,color=color(black,70))
hline(-2,linestyle=hline.style_solid,color=color(black,70))

sell = crossover(Value3[1],Value3) and Value3 > sellTreshold
buy = crossunder(Value3[1],Value3) and Value3 < buyTreshold

strategy.entry("Long", strategy.long, when= buy and window())
strategy.exit("Exit", loss=fixedSL, trail_offset=trailTP, trail_points=fixedTP)
strategy.exit("Exit", when= sell)

strategy.entry("Short", strategy.short, when= sell and window())
strategy.exit("Exit", loss=fixedSL, trail_offset=trailTP, trail_points=fixedTP)
strategy.exit("Exit", when= buy)

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