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Estrategia de combinación de promedio móvil de inversión de impulso

El autor:¿ Qué pasa?, Fecha: 2023-11-24 10:23:36
Las etiquetas:

Resumen general

Esta estrategia identifica tendencias combinando múltiples indicadores de promedio móvil. Específicamente, esta estrategia utiliza una cinta de promedio móvil rápido y una cinta de promedio móvil lento al mismo tiempo. La cinta de promedio móvil rápido consiste en una EMA de 5 días y una WMA de 25 días, mientras que la cinta de promedio móvil lento consiste en una EMA de 28 días y una WMA de 72 días. Genera una señal de compra cuando el MA rápido cruza por encima del MA lento, y una señal de venta cuando el MA rápido cruza por debajo del MA lento. Además, esta estrategia también utiliza el indicador RSI para ayudar a juzgar el momento.

Estrategia lógica

Utilice medias móviles dobles para determinar la dirección de la tendencia
- Las tasas de interés de los activos de mercado de referencia se determinarán en función de las tasas de interés de los activos de mercado.
- Las acciones de los bancos centrales de los Estados miembros que no cumplen los requisitos de la letra a) del presente artículo no se considerarán incluidas en la lista de entidades de crédito de los Estados miembros.
- Cuando el MA rápido cruce el MA lento, se genera una señal de compra
- Cuando el MA rápido se cruce por debajo del MA lento, se genera una señal de venta
Utilice el indicador RSI para ayudar a determinar el momento de las compras y ventas
- RSI bajo para comprar: genera una señal de compra cuando RSI<35
- RSI alto para vender: generar una señal de venta cuando el RSI> 65
Adoptar mecanismos de seguimiento de tendencias, incluidos los movimientos de stop loss y de take profit
- Moving stop loss: Seguimiento del precio más alto/más bajo para evitar pérdidas excesivas
- Moverse para obtener ganancias: realizar un seguimiento del precio más alto/más bajo para obtener ganancias oportunas

Análisis de ventajas

Utilizando dos MAs para determinar tendencias, los MAs rápidos y lentos que trabajan juntos pueden identificar de manera efectiva los puntos de inflexión
La asistencia del indicador RSI ayuda a evitar señales erróneas de los MAs
El mecanismo de stop loss móvil controla eficazmente las pérdidas de operaciones individuales perdedoras
El movimiento del mecanismo de toma de beneficios bloquea las ganancias e impide el retroceso de las ganancias

Análisis de riesgos

La probabilidad relativamente alta de fallo en la determinación de tendencia mediante dos MAs puede generar señales falsas.
Las configuraciones incorrectas de los parámetros del RSI pueden perder oportunidades comerciales
La magnitud de la parada de pérdida excesiva puede causar pérdidas innecesarias.
Una magnitud de las ganancias demasiado pequeña puede provocar una reducción de las ganancias

Direcciones de optimización

Los parámetros de los MA rápidos y lentos se pueden optimizar para encontrar combinaciones óptimas de parámetros
Los parámetros del RSI también se pueden optimizar para encontrar mejores líneas sobrecompradas/sobrevendidas
Prueba con diferentes magnitudes de stop loss para encontrar el equilibrio entre minimizar las pérdidas y evitar señales falsas
Pruebe estrategias de toma de ganancias adaptativas para permitir que la magnitud de la ganancia se ajuste por sí sola en función de la volatilidad del mercado

Conclusión

Esta estrategia captura y rastrea las tendencias determinando la dirección de la tendencia con MAs dobles, juzgando el tiempo asistido por RSI y métodos como mover tomar ganancias y detener pérdidas. Se pueden lograr mejoras adicionales optimizando los parámetros de MAs, RSI y límites de ganancias / pérdidas. La lógica general es clara y fácil de entender y optimizar. Es una estrategia práctica y efectiva de seguimiento de tendencias.

/*backtest
start: 2023-11-16 00:00:00
end: 2023-11-23 00:00:00
period: 3m
basePeriod: 1m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=3
strategy(title="[WAI GUA]", shorttitle="[EOS] 1.0", overlay=false )

//study(title="[WAI GUA]", shorttitle="[EOS] 1.0", overlay=true)



//
// Use Alternate Anchor TF for MAs 
uRenko    = input(true, title="IS This a RENKO Chart")
//
anchor     = input(0,minval=0,maxval=1440,title="Alternate TimeFrame Multiplier (0=none)")
//
src          = close //input(close, title="EMA Source")
showRibbons  = input(false,title="Show Coloured MA Ribbons")
showAvgs     = input(false,title="Show Ribbon Median MA Lines")

//
// Fast Ribbon MAs
// Lower MA - type, length
typeF1    = input(defval="EMA", title="FAST MA Ribbon Type: ", options=["SMA", "EMA", "WMA", "VWMA", "SMMA", "DEMA", "TEMA", "LAGMA", "HullMA", "ZEMA", "TMA", "SSMA"])
lenF1     = input(defval=5, title="FAST Ribbon Lower MA Length", minval=1)
gammaF1   = 0.33 //input(defval=0.33,title="Fast MA - Gamma for LAGMA")

// Upper MA - type, length
typeF11   = typeF1 //input(defval="WMA", title="FAST Ribbon Upper MA Type: ", options=["SMA", "EMA", "WMA", "VWMA", "SMMA", "DEMA", "TEMA", "LAGMA", "HullMA", "ZEMA", "TMA", "SSMA"])
lenF11    = input(defval=25, title="FAST Ribbon Upper Length", minval=2)
gammaF11  = 0.77 //input(defval=0.77,title="Slow MA - Gamma for LAGMA")

// Slow Ribbon MAs
// Lower MA - type, length
typeS1   = input(defval="EMA", title="SLOW MA Ribbon Type: ", options=["SMA", "EMA", "WMA", "VWMA", "SMMA", "DEMA", "TEMA", "LAGMA", "HullMA", "ZEMA", "TMA", "SSMA"])
lenS1    = input(defval=28, title="SLOW Ribbon Lower MA Length", minval=1)
gammaS1  = 0.33 //input(defval=0.33,title="Fast MA - Gamma for LAGMA")

// Upper MA - type, length
typeS16   = typeS1 //input(defval="WMA", title="SLOW Ribbon Upper MA Type: ", options=["SMA", "EMA", "WMA", "VWMA", "SMMA", "DEMA", "TEMA", "LAGMA", "HullMA", "ZEMA", "TMA", "SSMA"])
lenS16    = input(defval=72, title="SLOW Ribbon Upper Length", minval=2)
gammaS16  = 0.77 //input(defval=0.77,title="Slow MA - Gamma for LAGMA")

// - Constants
gold = #FFD700

// - FUNCTIONS
// - variant(type, src, len, gamma)
// 返回MA输入选择变量，默认为SMA，如果空白或键入。

// SuperSmoother filter
variant_supersmoother(src,len) =>
    a1 = exp(-1.414*3.14159 / len)
    b1 = 2*a1*cos(1.414*3.14159 / len)
    c2 = b1
    c3 = (-a1)*a1
    c1 = 1 - c2 - c3
    v9 = 0.0
    v9 := c1*(src + nz(src[1])) / 2 + c2*nz(v9[1]) + c3*nz(v9[2])
    v9
    
variant_smoothed(src,len) =>
    v5 = 0.0
    v5 := na(v5[1]) ? sma(src, len) : (v5[1] * (len - 1) + src) / len
    v5

variant_zerolagema(src,len) =>
    ema1 = ema(src, len)
    ema2 = ema(ema1, len)
    v10 = ema1+(ema1-ema2)
    v10
    
variant_doubleema(src,len) =>
    v2 = ema(src, len)
    v6 = 2 * v2 - ema(v2, len)
    v6

variant_tripleema(src,len) =>
    v2 = ema(src, len)
    v7 = 3 * (v2 - ema(v2, len)) + ema(ema(v2, len), len)               // Triple Exponential
    v7
    
//calc Laguerre
variant_lag(p,g) =>
    L0 = 0.0
    L1 = 0.0
    L2 = 0.0
    L3 = 0.0
    L0 := (1 - g)*p+g*nz(L0[1])
    L1 := -g*L0+nz(L0[1])+g*nz(L1[1])
    L2 := -g*L1+nz(L1[1])+g*nz(L2[1])
    L3 := -g*L2+nz(L2[1])+g*nz(L3[1])
    f = (L0 + 2*L1 + 2*L2 + L3)/6
    f

// return variant, defaults to SMA 
variant(type, src, len, g) =>
    type=="EMA"     ? ema(src,len) : 
      type=="WMA"   ? wma(src,len): 
      type=="VWMA"  ? vwma(src,len) : 
      type=="SMMA"  ? variant_smoothed(src,len) : 
      type=="DEMA"  ? variant_doubleema(src,len): 
      type=="TEMA"  ? variant_tripleema(src,len): 
      type=="LAGMA" ? variant_lag(src,g) :
      type=="HullMA"? wma(2 * wma(src, len / 2) - wma(src, len), round(sqrt(len))) :
      type=="SSMA"  ? variant_supersmoother(src,len) : 
      type=="ZEMA"  ? variant_zerolagema(src,len) : 
      type=="TMA"   ? sma(sma(src,len),len) : 
                      sma(src,len)

// - /variant 

// If have anchor specified, calculate the base multiplier.
//mult  = isintraday ? anchor==0 or interval<=0 or interval>=anchor or anchor>1440? 1 : round(anchor/interval) : 1
//mult := isdwm?  1 : mult  // Only available Daily or less
mult = anchor>0 ? anchor : 1 

//
high_  = uRenko? max(close,open) : high
low_   = uRenko? min(close,open) : low


//用锚乘器调整MA长度

//Fast MA Ribbon
emaF1 = variant(typeF1, src, lenF1*mult, gammaF1)
emaF11 = variant(typeF11, src, lenF11*mult,gammaF11)
emafast = (emaF1+emaF11)/2 // Average of Upper and Lower MAs
//
//Slow MA Ribbon
emaS1 = variant(typeS1,src, lenS1*mult,gammaS1)
emaS16 = variant(typeS16, src, lenS16*mult, gammaS16)
emaslow = (emaS1+emaS16)/2 // Average of Upper and Lower MAs
//
// Count crossover candles
xup = 0
xdn = 0
fup = 0
fdn = 0
sup = 0
sdn = 0
// 
xup := (emafast-emaslow)>0 and (emafast-emaslow)>(emafast[1]-emaslow[1]) ? nz(xup[1])+1 : 0
xdn := (emafast-emaslow)<0 and (emafast-emaslow)<(emafast[1]-emaslow[1]) ? nz(xdn[1])+1 : 0
fup := (emaF1-emaF11)>0 and (emaF1-emaF11)>(emaF1[1]-emaF11[1]) ? nz(fup[1])+1 : 0
fdn := (emaF1-emaF11)<0 and (emaF1-emaF11)<(emaF1[1]-emaF11[1]) ? nz(fdn[1])+1 : 0
sup := (emaS1-emaS16)>0 and (emaS1-emaS16)>(emaS1[1]-emaS16[1]) ? nz(sup[1])+1 : 0
sdn := (emaS1-emaS16)<0 and (emaS1-emaS16)<(emaS1[1]-emaS16[1]) ? nz(sdn[1])+1 : 0

//Fast EMA Final Color Rules
colFinal = fup>=2 ? aqua : fdn>=2 ? blue : gray
//Slow EMA Final Color Rules
colFinal2 = sup>=2 ? lime : sdn>=2 ? red : gray

//Fast EMA Plots
p1=plot(showRibbons?emaF1:na, title="Fast Ribbon Lower MA", style=line, linewidth=1, color=colFinal,transp=10)
p2=plot(showRibbons?emaF11:na, title="Fast Ribbon Upper MA", style=line, linewidth=1, color=colFinal,transp=10)
plot(showAvgs?emafast:na, title="Fast Ribbon Avg MA", style=circles,join=true, linewidth=1, color=gold,transp=10)

//
//fill(p1,p2,color=colFinal, transp=90)

//Slow EMA Plots
p3=plot(showRibbons?emaS1:na, title="Slow Ribbon Lower MA", style=line, linewidth=1, color=colFinal2,transp=10)
p4=plot(showRibbons?emaS16:na, title="Slow Ribbon Upper MA", style=line, linewidth=1, color=colFinal2,transp=10)
plot(showAvgs?emaslow:na, title="Slow Ribbon Avg MA", style=circles,join=true, linewidth=1, color=fuchsia,transp=10)
//
//fill(p3,p4, color=colFinal2, transp=90)

// Generate Buy Sell signals, 
buy = 0
sell=0
//
buy  := xup>=2 and sup>=2 and fup>=2 ? nz(buy[1])>0?buy[1]+1  :1 : 0
sell := xdn>=2 and sdn>=2 and fdn>=2 ? nz(sell[1])>0?sell[1]+1 :1 : 0

////////////////////////
//* 反测试周期选择器 *//
////////////////////////

testStartYear = input(2018, "Backtest Start Year",minval=1980)
testStartMonth = input(1, "Backtest Start Month",minval=1,maxval=12)
testStartDay = input(1, "Backtest Start Day",minval=1,maxval=31)
testPeriodStart = timestamp(testStartYear,testStartMonth,testStartDay,0,0)

testStopYear = 9999 //input(9999, "Backtest Stop Year",minval=1980)
testStopMonth = 12 // input(12, "Backtest Stop Month",minval=1,maxval=12)
testStopDay = 31 //input(31, "Backtest Stop Day",minval=1,maxval=31)
testPeriodStop = timestamp(testStopYear,testStopMonth,testStopDay,0,0)

testPeriod() => time >= testPeriodStart and time <= testPeriodStop ? true : false


///////////////
//* RSI策略 *//
///////////////

//指示器 1
lowerpc = lowest(low, 21)
upperpc = highest(high, 21)
midpc = avg(upperpc, lowerpc)

//指示器 2
ma = sma(close, 50)
petd = ema(close,13)
rangema = ema(tr, 50)
upperkc = ma + rangema * 0.25
lowerkc = ma - rangema * 0.25

//指示器 3
up = rma(max(change(close), 0), 5)
down = rma(-min(change(close), 0), 5)
rsi = down == 0 ? 100 : up == 0 ? 0 : 100 - (100 / (1 + up / down))

// PET-D
petdcolor = close > petd ? green : red
barcolor (petdcolor)


//Slope
SlopeL = midpc > midpc[5]
SlopeS = midpc < midpc[5]

//条件
CL = SlopeL == 1 and close > lowerkc and close < midpc and rsi < 35 
CS = SlopeS == 1 and close < upperkc and close > midpc and rsi > 65 

//Setup
RsiSL = CL == 1 and CL[1] != 1
RsiSS = CS == 1 and CS[1] != 1

/////////////////////
//* RSA抛物线指标 *//
/////////////////////
start = input(0.02)
increment = input(0.02)
maximum = input(0.2)

psar = sar(start, increment, maximum)

RSALE = false
RSASE = false
if (psar > high)
    RSALE = true
else
    RSALE = false

if (psar < low)
    RSASE = true
else
    RSASE = false


////////////////
//* 策略组件 *//
////////////////

AQUA = #00FFFFFF
BLUE = #0000FFFF
RED  = #FF0000FF
LIME = #00FF00FF
GRAY = #808080FF
DARKRED   = #8B0000FF
DARKGREEN = #006400FF
//
fastExit  = input(false,title="Use Opposite Trade as a Close Signal")
clrBars   = input(true,title="Colour Candles to Trade Order state")
orderType = input("Longs+Shorts",title="What type of Orders", options=["Longs+Shorts","LongsOnly","ShortsOnly","Flip"])
//
isLong   = (orderType != "ShortsOnly")
isShort  = (orderType != "LongsOnly")

//////////////////////////
//* 贸易状态引擎 *//
//////////////////////////

// 追踪当前贸易状态
longClose = false, longClose := nz(longClose[1],false)
shortClose = false, shortClose := nz(shortClose[1],false)
tradeState = 0, tradeState := nz(tradeState[1])
tradeState := tradeState==0 ?   buy==1 and (barstate.isconfirmed or barstate.ishistory) and isLong and not longClose and not shortClose? 1 :
                               sell==1  and (barstate.isconfirmed or barstate.ishistory) and isShort and not longClose and not shortClose? -1 : 
                          tradeState : tradeState
                          
////////////////////////////////////
//* 在这里设置入口和特殊出口条件 *//
////////////////////////////////////

//进入状态，当状态改变方向时。
longCondition  = false
shortCondition = false
//longCondition  := longCondition != true ? change(tradeState) and tradeState==1 : true
//shortCondition := shortCondition != true ? change(tradeState) and tradeState==-1 : true
longCondition  := change(tradeState) and tradeState==1
shortCondition := change(tradeState) and tradeState==-1
if orderType=="Flip"
    temp = longCondition
    longCondition  := shortCondition
    shortCondition := temp
//end if

// 卖出信号退出
longExitC  =  (emafast[1]<emaslow[1] and open<emaslow[1]) ? 1 : 0
shortExitC = (emafast[1]>emaslow[1] and open>emaslow[1]) ? 1 : 0

// change退出条件。
longExit = change(longExitC) and longExitC==1 and tradeState==1
shortExit = change(shortExitC) and shortExitC==1 and tradeState==-1

// -- debugs
//plotchar(tradeState,"tradeState at Event",location=location.bottom, color=#FF0000FF)
//plotchar(longCondition, title="longCondition",color=#FF0000FF)
//plotchar(shortCondition, title="shortCondition",color=#FF0000FF)
//plotchar(tradeState, title="tradeState",color=#006400FF)
// -- /debugs

////////////////////////////////
//======[ 交易入门价格 ]======//
////////////////////////////////

last_open_longCondition = na
last_open_shortCondition = na
last_open_longCondition := longCondition ? close : nz(last_open_longCondition[1])
last_open_shortCondition := shortCondition ? close : nz(last_open_shortCondition[1])

////////////////////////////
//======[ 位置状态 ]======//
////////////////////////////

in_longCondition  = tradeState == 1 
in_shortCondition = tradeState == -1

////////////////////////
//======[ 尾停 ]======//
////////////////////////

isTS = input(true, "Trailing Stop")
ts = input(3.0, "Trailing Stop (%)", minval=0,step=0.1, type=float) /100

last_high = na
last_low = na
last_high_short = na
last_low_long = na
last_high := not in_longCondition ? na : in_longCondition and (na(last_high[1]) or high_ > nz(last_high[1])) ? high_ : nz(last_high[1])
last_high_short := not in_shortCondition ? na : in_shortCondition and (na(last_high[1]) or high_ > nz(last_high[1])) ? high_ : nz(last_high[1])
last_low := not in_shortCondition ? na : in_shortCondition and (na(last_low[1]) or low_ < nz(last_low[1])) ? low_ : nz(last_low[1])
last_low_long := not in_longCondition ? na : in_longCondition and (na(last_low[1]) or low_ < nz(last_low[1])) ? low_ : nz(last_low[1])

long_ts =  isTS and in_longCondition and not na(last_high) and (low_ <= last_high - last_high * ts) //and (last_high >= last_open_longCondition + last_open_longCondition * tsi)
short_ts = isTS and in_shortCondition and not na(last_low) and (high_ >= last_low + last_low * ts) //and (last_low <= last_open_shortCondition - last_open_shortCondition * tsi)


////////////////////////
//======[ 获利 ]======//
////////////////////////

isTP = input(true, "Take Profit")
tp = input(3.0, "Take Profit (%)",minval=0,step=0.1,type=float) / 100
ttp = input(1.0, "Trailing Profit (%)",minval=0,step=0.1,type=float) / 100
ttp := ttp>tp ? tp : ttp

long_tp =  isTP and in_longCondition  and (last_high >= last_open_longCondition + last_open_longCondition * tp)   and (low_ <= last_high - last_high * ttp)
short_tp = isTP and in_shortCondition and (last_low <= last_open_shortCondition - last_open_shortCondition * tp) and (high_ >= last_low + last_low * ttp)

////////////////////////////
//======[ 停止损耗 ]======//
////////////////////////////

isSL = input(false, "Stop Loss")
sl = input(3.0, "Stop Loss (%)", minval=0,step=0.1, type=float) / 100
long_sl =  isSL and in_longCondition and (low_ <= last_open_longCondition - last_open_longCondition * sl)
short_sl = isSL and in_shortCondition and (high_ >= last_open_shortCondition + last_open_shortCondition * sl)

////////////////////////
//======[ 对峙 ]======//
////////////////////////

//注：短出口信号不重漆，无需用力，如果锥体继续进行。
long_sos = (fastExit or (not isTS and not isSL)) and longExit and in_longCondition
short_sos = (fastExit or (not isTS and not isSL)) and shortExit and in_shortCondition 

////////////////////////////
//======[ 关闭信号 ]======//
////////////////////////////

// 为所有不同的关闭条件创建一个单独的关闭，这里的所有条件都不重漆。
longClose :=  isLong and (long_tp or long_sl or long_ts or long_sos) and not longCondition
shortClose := isShort and (short_tp or short_sl or short_ts or short_sos) and not shortCondition
////////////////////////////
//======[ 情节色彩 ]======//
////////////////////////////

longCloseCol = na
shortCloseCol = na
longCloseCol := long_tp ? green : long_sl ? maroon : long_ts ? purple : long_sos ? orange :longCloseCol[1]
shortCloseCol := short_tp ? green : short_sl ? maroon : short_ts ? purple : short_sos ? orange : shortCloseCol[1]
//
tpColor = isTP and in_longCondition ? lime : isTP and in_shortCondition ? lime : na
slColor = isSL and in_longCondition ? red : isSL and in_shortCondition ? red : na


//////////////////////////////////
//======[ 策略图 ]======//
//////////////////////////////////

plot(isTS and in_longCondition?
     last_high - last_high * ts : na, "Long Trailing", fuchsia, style=2, linewidth=2,offset=1)
plot(isTP and in_longCondition and last_high < last_open_longCondition + last_open_longCondition * tp ? 
     last_open_longCondition + last_open_longCondition * tp : na, "Long TP Active", tpColor, style=3,join=false, linewidth=2,offset=1)
plot(isTP and in_longCondition and last_high >= last_open_longCondition +  last_open_longCondition * tp ? 
     last_high - last_high * ttp : na, "Long Trailing", black, style=2, linewidth=2,offset=1)
plot(isSL and in_longCondition and last_low_long > last_open_longCondition - last_open_longCondition * sl ? 
     last_open_longCondition - last_open_longCondition * sl : na, "Long SL", slColor, style=3,join=false, linewidth=2,offset=1)

plot(isTS and in_shortCondition?
     last_low + last_low * ts : na, "Short Trailing", fuchsia, style=2, linewidth=2,offset=1)
plot(isTP and in_shortCondition and last_low > last_open_shortCondition - last_open_shortCondition * tp ? 
     last_open_shortCondition - last_open_shortCondition * tp : na, "Short TP Active", tpColor, style=3,join=false, linewidth=2,offset=1)
plot(isTP and in_shortCondition and last_low <= last_open_shortCondition -  last_open_shortCondition * tp ? 
     last_low + last_low * ttp : na, "Short Trailing", black, style=2, linewidth=2,offset=1)
plot(isSL and in_shortCondition and last_high_short < last_open_shortCondition + last_open_shortCondition * sl ? 
     last_open_shortCondition + last_open_shortCondition * sl : na, "Short SL", slColor, style=3,join=false, linewidth=2,offset=1)

bclr = not clrBars ? na : tradeState==0 ? GRAY : 
                          in_longCondition ? close<last_open_longCondition? DARKGREEN : LIME :
                          in_shortCondition ? close>last_open_shortCondition? DARKRED : RED : GRAY
barcolor(bclr,title="Trade State Bar Colouring")


//////////////////////////////////
//======[ 战略进入与退出 ]======//
//////////////////////////////////

if testPeriod() and isLong
    strategy.entry("Long", 1, when=longCondition)
    strategy.close("Long", when=longClose )

if testPeriod() and isShort
    strategy.entry("Short", 0,  when=shortCondition)
    strategy.close("Short", when=shortClose )
    
// --- Debugs
//plotchar(longExit,title="longExit",location=location.bottom,color=na)
//plotchar(longCondition,title="longCondition",location=location.bottom,color=na)
//plotchar(in_longCondition,title="in_longCondition",location=location.bottom,color=na)
//plotchar(longClose,title="longClose",location=location.bottom,color=na,color=na)
//plotchar(buy,title="buy",location=location.bottom,color=na)
// --- /Debugs
//开单时改变背景
bgcolor( in_longCondition ? lime : na, transp=90)
bgcolor( in_shortCondition ? red : na, transp=90)

////////////////////////////
//======[ 重置变量 ]======//
////////////////////////////


if longClose or not in_longCondition
    last_high := na
    last_high_short := na
    
if shortClose or not in_shortCondition
    last_low := na
    last_low_long := na
    
if longClose or shortClose
    tradeState := 0
    in_longCondition := false
    in_shortCondition := false

    
//plotchar(tradeState,"tradeState at EOF",location=location.bottom, color=na)
// EOF

Más.