트리플 이동 평균 거래 전략


생성 날짜: 2023-11-02 14:47:45 마지막으로 수정됨: 2023-11-02 14:47:45
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트리플 이동 평균 거래 전략

개요

이 전략은 3개의 이동 평균을 기반으로 한 트렌드 추적 거래 전략이다. 이 전략은 동시에 3개의 서로 다른 주기의 이동 평균을 사용하여 다공간 결정을 내리는 전형적인 트렌드 추적 전략이다.

전략 원칙

  1. 이 전략은 3개의 이동 평균을 사용한다: MA1, MA2 및 MA3, 3개의 이동 평균 주기는 사용자에 의해 설정되며, 일반적으로 MA1 < MA2 < MA3로 설정된다. 예를 들어 MA1은 50주기, MA2는 100주기, MA3는 200주기이다.

  2. 전략은 MA1을 주요 거래 의사 결정 기준으로 한다. 짧은 주기 MA1에 긴 주기 MA2 또는 MA3를 뚫을 때, 더 많이 한다. MA1 아래에서 MA2 또는 MA3를 뚫을 때, 공백한다.

  3. 전략은 MA1과 MA2의 크로스만을 거래하거나, MA1과 MA3의 크로스만을 거래하거나, 두 개의 크로스를 동시에 거래하는 것을 선택할 수 있다.

  4. 교차 신호가 나타나면 시장 가격으로 단독으로 입장을 엽니다. 정지 중지 손실은 30%의 정지 중지 및 15%의 정지 손실과 같은 특정 비율로 설정됩니다.

  5. 전략 최적화 측면에서, MA 라인의 주기 변수를 조정할 수 있으며, 스톱 스톱 손실 비율을 조정할 수 있으며, 다른 지표 필터 신호를 추가할 수 있다.

우위 분석

  1. 다중 이동 평균을 사용하여 의사 결정을 내리는 것은 가짜 돌파구를 효과적으로 필터링 할 수 있습니다.

  2. 다양한 주기적 MA 조합을 사용하여 트렌드에서 동적으로 포지션을 조정하여 트렌드 추적을 구현할 수 있다.

  3. 골든 크로스 (Golden Cross) 또는 데스 크로스 (Death Cross) 또는 둘 다를 거래할 수 있는 유연한 선택이 있습니다. 거래 방식은 다양합니다.

  4. 단독 손실을 효과적으로 통제할 수 있는 단독 손실 제도는

위험 분석

  1. 트렌드형 전략에 따라 움직이며, 변동이 있을 때 쉽게 손실을 입습니다.

  2. 만약 MA 주기 설정이 잘못되면, 빈번한 거래가 발생할 수 있으며, 승률이 낮아질 수 있다.

  3. 파격이 실패한 후, 적당히 중단하지 않으면 큰 손실을 초래할 수 있다.

  4. 만약 스톱스토프가 너무 느슨하게 설정되어 있다면, 단독 손실이 너무 커질 수 있다.

최적화 방향

  1. MA의 변수를 최적화하여 최적의 변수 조합을 찾습니다.

  2. 다른 지표들을 추가하여 필터링하고, 출전 시간을 최적화한다. 예를 들어 MACD, KDJ 등.

  3. 스톱톱 손실을 최적화하여 전략의 수익과 위험을 최적화하십시오.

  4. 포지션 관리, 예를 들어 고정 수량 포지션 개설 또는 자금 관리

  5. 돌파구에 대해 스톱 라인 슬라이드 포인트를 추가하고 스톱 전략을 최적화한다.

요약하다

이 전략은 전체적으로 전형적인 트렌드 추적 전략이며, 여러 그룹 MA의 교차로 판단하여, 비교적 안정적인 트렌드 추적 전략에 속한다. 파라미터 최적화, 지표 필터링, 포지션 관리 등의 방법을 통해 추가로 향상시킬 수 있다. 그러나 핵심 아이디어는 간단하고 명확하며, 초보자 학습과 연습에 적합하다. 파라미터 최적화가 적절하다면, 트렌드가 명백한 시장에서 이 전략은 안정적인 수익을 얻을 수 있다.

전략 소스 코드
/*backtest
start: 2023-10-02 00:00:00
end: 2023-11-01 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4

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

// study(title, shorttitle, overlay, format, precision)
// https://www.tradingview.com/pine-script-reference/#fun_strategy  
strategy(shorttitle = "TManyMA Strategy - STA - Stops", title="Triple Many Moving Averages", overlay=true, pyramiding=1, default_qty_type=strategy.percent_of_equity, default_qty_value=100)

// MA#Period is a variable used to store the indicator lookback period.  In this case, from the input.
// input - https://www.tradingview.com/pine-script-docs/en/v4/annotations/Script_inputs.html
MA1Period = input(50, title="MA1 Period", minval=1, step=1)
MA1Type = input(title="MA1 Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MA1Source = input(title="MA1 Source", type=input.source, defval=close)
MA1Resolution = input(title="MA1 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"])
MA1Visible = input(title="MA1 Visible", type=input.bool, defval=true) // Will automatically hide crossBovers containing this MA

MA2Period = input(100, title="MA2 Period", minval=1, step=1)
MA2Type = input(title="MA2 Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MA2Source = input(title="MA2 Source", type=input.source, defval=close)
MA2Resolution = input(title="MA2 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"])
MA2Visible = input(title="MA2 Visible", type=input.bool, defval=true) // Will automatically hide crossovers containing this MA

MA3Period = input(200, title="MA3 Period", minval=1, step=1)
MA3Type = input(title="MA3 Type", defval="SMA", options=["RMA", "SMA", "EMA", "WMA", "HMA", "DEMA", "TEMA", "VWMA"])
MA3Source = input(title="MA3 Source", type=input.source, defval=close)
MA3Resolution = input(title="MA3 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"])
MA3Visible = input(title="MA3 Visible", type=input.bool, defval=true) // Will automatically hide crossovers containing this MA

ShowCrosses = input(title="Show Crosses", type=input.bool, defval=false)

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)
ShowForecasts = input(title="Show Forecasts", type=input.bool, defval=true)

ShowRibbons = input(title="Show Ribbons", type=input.bool, defval=true)

TradeMA12Crosses = input(title="Trade MA 1-2 Crosses", type=input.bool, defval=true)
TradeMA13Crosses = input(title="Trade MA 1-3 Crosses", type=input.bool, defval=true)
TradeMA23Crosses = input(title="Trade MA 2-3 Crosses", type=input.bool, defval=true)

TakeProfitPercent = input(30, title="Take Profit Percent", minval=0.01, step=0.5)
StopLossPercent = input(15, title="Stop Loss Percent", minval=0.01, step=0.5)


// MA# is a variable used to store the actual moving average value.
// if statements - https://www.tradingview.com/pine-script-reference/#op_if
// MA functions - https://www.tradingview.com/pine-script-reference/ (must search for appropriate MA)
// custom functions in  pine - https://www.tradingview.com/wiki/Declaring_Functions
ma(MAType, MASource, MAPeriod) =>
    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"
                        wma(2*wma(MASource, MAPeriod/2)-wma(MASource, MAPeriod), round(sqrt(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"

// https://www.tradingview.com/pine-script-reference/#fun_request.security
MA1 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period))     
MA2 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period))
MA3 = request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period))   
                    
// Plotting crossover/unders for all combinations of crosses
// Crossovers no longer detected in label code, they need to be re-used for strategy - crosses and visibility must be set
MA12Crossover = MA1Visible and MA2Visible and crossover(MA1, MA2)
MA12Crossunder = MA1Visible and MA2Visible and crossunder(MA1, MA2)
MA13Crossover = MA1Visible and MA3Visible and crossover(MA1, MA3)
MA13Crossunder = MA1Visible and MA3Visible and crossunder(MA1, MA3)
MA23Crossover = MA2Visible and MA3Visible and crossover(MA2, MA3)
MA23Crossunder = MA2Visible and MA3Visible and crossunder(MA2, MA3)

// https://www.tradingview.com/pine-script-reference/v4/#fun_label%7Bdot%7Dnew
if ShowCrosses and MA12Crossunder
    lun1 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed under '+tostring(MA2Period)+' '+MA2Type, 
      color=color.red, 
      textcolor=color.red,
      style=label.style_xcross, size=size.small)
    label.set_y(lun1, MA1)
if ShowCrosses and MA12Crossover
    lup1 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed over '+tostring(MA2Period)+' '+MA2Type, 
      color=color.green, 
      textcolor=color.green,
      style=label.style_xcross, size=size.small)
    label.set_y(lup1, MA1)
if ShowCrosses and MA13Crossunder
    lun2 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed under '+tostring(MA3Period)+' '+MA3Type, 
      color=color.red, 
      textcolor=color.red,
      style=label.style_xcross, size=size.small)
    label.set_y(lun2, MA1)
if ShowCrosses and MA13Crossover
    lup2 = label.new(bar_index, na, tostring(MA1Period)+' '+MA1Type+' crossed over '+tostring(MA3Period)+' '+MA3Type, 
      color=color.green, 
      textcolor=color.green,
      style=label.style_xcross, size=size.small)
    label.set_y(lup2, MA1)
if ShowCrosses and MA23Crossunder
    lun3 = label.new(bar_index, na, tostring(MA2Period)+' '+MA2Type+' crossed under '+tostring(MA3Period)+' '+MA3Type, 
      color=color.red, 
      textcolor=color.red,
      style=label.style_xcross, size=size.small)
    label.set_y(lun3, MA2)
if ShowCrosses and MA23Crossover
    lup3 = label.new(bar_index, na, tostring(MA2Period)+' '+MA2Type+' crossed over '+tostring(MA3Period)+' '+MA3Type, 
      color=color.green, 
      textcolor=color.green,
      style=label.style_xcross, size=size.small)
    label.set_y(lup3, MA2) 

// plot - This will draw the information on the chart
// plot - https://www.tradingview.com/pine-script-docs/en/v4/annotations/plot_annotation.html
plot(MA1Visible ? MA1 : na, color=color.green, linewidth=2, title="MA1")
plot(MA2Visible ? MA2 : na, color=color.yellow, linewidth=3, title="MA2")
plot(MA3Visible ? MA3 : na, color=color.red, linewidth=4, title="MA3")


// 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
// custom functions in  pine - https://www.tradingview.com/wiki/Declaring_Functions
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
MA1Forecast1 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 1)) * (MA1Period - 1) + ((MA1Source * 1) + (Bias * 1))) / MA1Period 
MA1Forecast2 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 2)) * (MA1Period - 2) + ((MA1Source * 2) + (Bias * 2))) / MA1Period
MA1Forecast3 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 3)) * (MA1Period - 3) + ((MA1Source * 3) + (Bias * 3))) / MA1Period
MA1Forecast4 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 4)) * (MA1Period - 4) + ((MA1Source * 4) + (Bias * 4))) / MA1Period
MA1Forecast5 = (request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, MA1Period - 5)) * (MA1Period - 5) + ((MA1Source * 5) + (Bias * 5))) / MA1Period


plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast1 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 1", offset=1, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast2 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 2", offset=2, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast3 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 3", offset=3, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast4 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 4", offset=4, show_last=1)
plot(MA1Resolution == "00 Current" and ShowForecasts and MA1Visible ? MA1Forecast5 : na, color=color.green, linewidth=1, style=plot.style_circles, title="MA1 Forecast 5", offset=5, show_last=1)


MA2Forecast1 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 1)) * (MA2Period - 1) + ((MA1Source * 1) + (Bias * 1))) / MA2Period
MA2Forecast2 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 2)) * (MA2Period - 2) + ((MA1Source * 2) + (Bias * 2))) / MA2Period
MA2Forecast3 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 3)) * (MA2Period - 3) + ((MA1Source * 3) + (Bias * 3))) / MA2Period
MA2Forecast4 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 4)) * (MA2Period - 4) + ((MA1Source * 4) + (Bias * 4))) / MA2Period
MA2Forecast5 = (request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, MA2Period - 5)) * (MA2Period - 5) + ((MA1Source * 5) + (Bias * 5))) / MA2Period

plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast1 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 1", offset=1, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast2 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 2", offset=2, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast3 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 3", offset=3, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast4 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 4", offset=4, show_last=1)
plot(MA2Resolution == "00 Current" and ShowForecasts and MA2Visible ? MA2Forecast5 : na, color=color.yellow, linewidth=1, style=plot.style_circles, title="MA2 Forecast 5", offset=5, show_last=1)


MA3Forecast1 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 1)) * (MA3Period - 1) + ((MA1Source * 1) + (Bias * 1))) / MA3Period
MA3Forecast2 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 2)) * (MA3Period - 2) + ((MA1Source * 2) + (Bias * 2))) / MA3Period
MA3Forecast3 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 3)) * (MA3Period - 3) + ((MA1Source * 3) + (Bias * 3))) / MA3Period
MA3Forecast4 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 4)) * (MA3Period - 4) + ((MA1Source * 4) + (Bias * 4))) / MA3Period
MA3Forecast5 = (request.security(syminfo.tickerid, res(MA3Resolution), ma(MA3Type, MA3Source, MA3Period - 5)) * (MA3Period - 5) + ((MA1Source * 5) + (Bias * 5))) / MA3Period

plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast1 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 1", offset=1, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast2 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 2", offset=2, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast3 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 3", offset=3, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast4 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 4", offset=4, show_last=1)
plot(MA3Resolution == "00 Current" and ShowForecasts and MA3Visible ? MA3Forecast5 : na, color=color.red, linewidth=1, style=plot.style_circles, title="MA3 Forecast 5", offset=5, show_last=1)


// Ribbon related code
// For Ribbons to work - they must use the same MAType, MAResolution and MASource.  This is to ensure the ribbons are fair between one to the other.
// Ribbons also will usually look better if MA1Period < MA2Period and MA2Period < MA3Period

// custom functions in  pine - https://www.tradingview.com/wiki/Declaring_Functions
// This function is used to calculate the period to be used on a ribbon based on existing MAs
rperiod(P1, P2, Step, Ribbons) =>
    ((abs(P1 - P2)) / (Ribbons + 1) * Step) + min(P1, P2)
    // divide by +1 so that 5 lines can show.  Divide by 5 and one line shows up on another MA

// MA1-MA2
Ribbon1 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 1, 5)))
Ribbon2 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 2, 5)))
Ribbon3 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 3, 5)))
Ribbon4 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 4, 5)))
Ribbon5 = request.security(syminfo.tickerid, res(MA1Resolution), ma(MA1Type, MA1Source, rperiod(MA1Period, MA2Period, 5, 5)))

plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon1 : na, color=color.green, linewidth=1, style=plot.style_line, title="Ribbon1", transp=90)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon2 : na, color=color.green, linewidth=1, style=plot.style_line, title="Ribbon2", transp=85)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon3 : na, color=color.green, linewidth=1, style=plot.style_line, title="Ribbon3", transp=80)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon4 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon4", transp=75)
plot(ShowRibbons and MA1Type == MA2Type and MA1Resolution == MA2Resolution and MA1Source == MA2Source ? Ribbon5 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon5", transp=70)

// MA2-MA3
Ribbon6 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 1, 5)))
Ribbon7 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 2, 5)))
Ribbon8 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 3, 5)))
Ribbon9 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 4, 5)))
Ribbon10 = request.security(syminfo.tickerid, res(MA2Resolution), ma(MA2Type, MA2Source, rperiod(MA2Period, MA3Period, 5, 5)))
        
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon6 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon6", transp=70)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon7 : na, color=color.yellow, linewidth=1, style=plot.style_line, title="Ribbon7", transp=75)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon8 : na, color=color.red, linewidth=1, style=plot.style_line, title="Ribbon8", transp=80)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon9 : na, color=color.red, linewidth=1, style=plot.style_line, title="Ribbon9", transp=85)
plot(ShowRibbons and MA2Type == MA3Type and MA2Resolution == MA3Resolution and MA2Source == MA3Source ? Ribbon10 : na, color=color.red, linewidth=1, style=plot.style_line, title="Ribbon10", transp=90)

// Strategy Specific
ProfitTarget = (close * (TakeProfitPercent / 100)) / syminfo.mintick
LossTarget = (close * (StopLossPercent / 100)) / syminfo.mintick

if MA12Crossover and TradeMA12Crosses
    //https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}entry
    strategy.entry("1 over 2", true) // buy by market
    strategy.exit("profit or loss", "1 over 2", profit = ProfitTarget, loss = LossTarget)
if MA12Crossunder and TradeMA12Crosses
    //https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}close
    strategy.close("1 over 2") // sell by market
    
if MA13Crossover and TradeMA13Crosses
    //https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}entry
    strategy.entry("1 over 3", true) // buy by market
    strategy.exit("profit or loss", "1 over 3", profit = ProfitTarget, loss = LossTarget)
if MA13Crossunder and TradeMA13Crosses
    //https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}close
    strategy.close("1 over 3") // sell by market
    
if MA23Crossover and TradeMA23Crosses
    //https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}entry
    strategy.entry("2 over 3", true) // buy by market
    strategy.exit("profit or loss", "2 over 3", profit = ProfitTarget, loss = LossTarget)
if MA23Crossunder and TradeMA23Crosses
    //https://www.tradingview.com/pine-script-reference/#fun_strategy{dot}close
    strategy.close("2 over 3") // sell by market