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Stratégie renforcée des filets de pêche

Auteur:ChaoZhang est là., Date: 12 septembre 2023 à 10h49
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Stratégie renforcée des filets de pêche

Cette stratégie améliore la stratégie classique du filet de pêche en ajoutant des seuils de signaux d'achat/vente et un stop loss pour former un système de suivi de tendance plus complet.

La stratégie du filet de poisson évalue les tendances du marché en calculant la force centroid des prix, qui reflète la relation entre le prix et le volume.

La clé du calcul de la force centroid réside dans la relation entre le prix et le temps. En termes simples, les changements de prix récents ont plus de poids pour influencer le jugement général de la tendance, tandis que les prix plus anciens ont des poids plus petits.

Mais l'original Fish Net ne jugeait que le long/court en fonction de la direction de la courbe du centroid, se laissant facilement piéger dans les mouvements latéraux.

En outre, la version améliorée implémente un mécanisme combiné d'arrêt de perte de suivi et d'arrêt de perte fixe pour les sorties.

Bien sûr, l'indicateur de force centroid a des capacités limitées sur les marchés complexes, et les arrêts de trailing peuvent également être pénétrés s'ils sont mal réglés, de sorte que les traders doivent rester alertes et optimiser les paramètres en temps opportun.


/*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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