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촛불 패턴 전략

저자:차오장, 날짜: 2023-11-27 18:26:52
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촛불 패턴 전략

전반적인 설명

촛불 패턴 전략은 촛불 패턴을 기반으로 거래 결정을 내리는 전략이다. 이 전략은 삼키는 패턴, 하라미 패턴, 아침 별, 세 검은 까마귀 등 다양한 일반적인 촛불 패턴을 감지하고 이러한 패턴이 감지되면 거래 신호를 생성합니다. 이 전략은 또한 위험을 효과적으로 제어하기 위해 사용자 지정 스톱 손실, 이익 취득 및 트레일링 스톱 매개 변수를 지원합니다.

전략 원칙

이 전략의 핵심 논리는 파인 스크립트 코드에서 조건적 판단을 통해 다양한 유형의 촛불 패턴을 식별하는 것입니다. 예를 들어, 삼키는 패턴을 판단하는 코드 논리는 다음과 같습니다.

bullish_engulfing = high[0]>high[1] and low[0]<low[1] and open[0]<open[1] and close[0]>close[1] and close[0]>open[0] and close[1]<close[2] and close[0]>open[1]

위의 논리는 현재 K 라인과 이전 두 K 라인의 높은, 낮은, 개방, 폐쇄 가격 사이의 관계를 판단합니다. 포용 패턴의 정의를 충족하면 true를 반환합니다. 다른 촛불 패턴의 판단은 비슷합니다.

적정 촛불 패턴이 확인되면 해당 긴 또는 짧은 거래 신호 변수가 true로 설정됩니다. 그 다음 거래 세션 동안 전략은 거래 신호가 트리거되는지 확인합니다. 트리거되면 주문을 배치하고 손실을 중지하고 이익을 취하고 위험을 제어하기 위해 트레일링 스톱을 설정합니다.

이점 분석

많은 일반적인 촛불 패턴을 지원, 광범위한 커버리지
사용자 정의 가능한 위험 관리 매개 변수, 높은 유연성
패턴을 명확하게 식별하기 위해 여러 플롯 도구가 포함되어 있습니다.
K-라인의 진정한 흐름과 결합 함락을 피하기 위해

위험 과 해결책

촛불 패턴은 항상 신뢰할 수 있는 신호가 아닙니다.

솔루션: 트렌드 지표와 결합, 범위 제한 시장에서 사용을 피
단일 패턴은 잘못된 신호를 가질 수 있습니다.

해결책: 매우 짧은 기간 패턴에서 신호를 적절하게 필터링
부적절한 매개 변수 설정은 손실을 증폭시킬 수 있습니다

솔루션: 위험 허용에 기초한 스톱 로스 및 영업 매개 변수를 엄격하게 설정합니다.

최적화 방향

트렌드에 반대되는 패턴을 피하기 위해 트렌드 판단을 추가하십시오.
다른 표시기와 함께 필터 신호
잘못된 신호를 줄이기 위해 패턴 매개 변수를 최적화
더 신뢰할 수 있는 패턴 인식 구축을 위해 기계 학습 알고리즘을 결합

요약

촛불 패턴 전략은 일반적인 단기 전략인 기술 분석 그래픽을 사용하여 단기 전환점을 식별합니다. 이 전략은 여러 패턴과 사용자 정의 가능한 리스크 제어, 매우 유연한 사용을 지원합니다. 그러나 패턴 신호의 신뢰도는 높지 않습니다. 단독으로 사용할 수 없으며 트렌드와 다른 요소와 함께 작동하여 가치를 극대화해야합니다.

/*backtest
start: 2023-11-19 00:00:00
end: 2023-11-24 02:00:00
period: 5m
basePeriod: 1m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4

//DanyChe
//The script allows you to test popular candlestick patterns on various instruments and timeframes. In addition, you can configure risk management (if the value is zero, it means the function is disabled), and you can also specify the time of the trading session (for example, so that the positions are not transferred to the next day). 
//The author is grateful to JayRogers and Phi35, their code examples helped a lot in writing the strategy.
strategy("Candle Patterns Strategy", shorttitle="CPS", overlay=true)

//--- Patterns Input ---

OnEngulfing = input(defval=true, title="Engulfing")
OnHarami = input(defval=true, title="Harami")
OnPiercingLine = input(defval=true, title="Piercing Line / Dark Cloud Cover")
OnMorningStar = input(defval=true, title="Morning Star / Evening Star ")
OnBeltHold = input(defval=true, title="Belt Hold")
OnThreeWhiteSoldiers = input(defval=true, title="Three White Soldiers / Three Black Crows")
OnThreeStarsInTheSouth = input(defval=true, title="Three Stars in the South")
OnStickSandwich = input(defval=true, title="Stick Sandwich")
OnMeetingLine = input(defval=true, title="Meeting Line")
OnKicking = input(defval=true, title="Kicking")
OnLadderBottom = input(defval=true, title="Ladder Bottom")

//--- Risk Management Input ---

inpsl = input(defval = 100, title="Stop Loss", minval = 0)
inptp = input(defval = 1000, title="Take Profit", minval = 0)
inptrail = input(defval = 40, title="Trailing Stop", minval = 0)
// If the zero value is set for stop loss, take profit or trailing stop, then the function is disabled
sl = inpsl >= 1 ? inpsl : na
tp = inptp >= 1 ? inptp : na
trail = inptrail >= 1 ? inptrail : na

//--- Session Input ---

sess = input(defval = "0000-0000", title="Trading session")
t = time('60', sess)
session_open = na(t) ? false : true

// --- Candlestick Patterns ---

//Engulfing 
bullish_engulfing = high[0]>high[1] and low[0]<low[1] and open[0]<open[1] and close[0]>close[1] and close[0]>open[0] and close[1]<close[2] and close[0]>open[1] ? OnEngulfing : na
bearish_engulfing = high[0]>high[1] and low[0]<low[1] and open[0]>open[1] and close[0]<close[1] and close[0]<open[0] and close[1]>close[2] and close[0]<open[1] ? OnEngulfing : na

//Harami
bullish_harami =  open[1]>close[1] and close[1]<close[2] and open[0]>close[1] and open[0]<open[1] and close[0]>close[1] and close[0]<open[1] and high[0]<high[1] and low[0]>low[1] and close[0]>=open[0] ? OnHarami : na
bearish_harami =   open[1]<close[1] and close[1]>close[2] and open[0]<close[1] and open[0]>open[1] and close[0]<close[1] and close[0]>open[1] and high[0]<high[1] and low[0]>low[1] and close[0]<=open[0] ? OnHarami : na

//Piercing Line/Dark Cloud Cover 
piercing_line = close[2]>close[1] and open[0]<low[1] and close[0]>avg(open[1],close[1]) and close[0]<open[1] ? OnPiercingLine : na
dark_cloud_cover = close[2]<close[1] and open[0]>high[1] and close[0]<avg(open[1],close[1]) and close[0]>open[1] ? OnPiercingLine : na

//Morning Star/Evening Star
morning_star = close[3]>close[2] and close[2]<open[2] and open[1]<close[2] and close[1]<close[2] and open[0]>open[1] and open[0]>close[1] and close[0]>close[2] and open[2]-close[2]>close[0]-open[0] ? OnMorningStar : na
evening_star = close[3]<close[2] and close[2]>open[2] and open[1]>close[2] and close[1]>close[2] and open[0]<open[1] and open[0]<close[1] and close[0]<close[2] and close[2]-open[2]>open[0]-close[0] ? OnMorningStar : na

//Belt Hold
bullish_belt_hold = close[1]<open[1] and low[1]>open[0] and close[1]>open[0] and open[0]==low[0] and close[0]>avg(close[0],open[0]) ? OnBeltHold :na
bearish_belt_hold =  close[1]>open[1] and high[1]<open[0] and close[1]<open[0] and open[0]==high[0] and close[0]<avg(close[0],open[0]) ? OnBeltHold :na

//Three White Soldiers/Three Black Crows 
three_white_soldiers = close[3]<open[3] and open[2]<close[3] and close[2]>avg(close[2],open[2]) and open[1]>open[2] and open[1]<close[2] and close[1]>avg(close[1],open[1]) and open[0]>open[1] and open[0]<close[1] and close[0]>avg(close[0],open[0]) and high[1]>high[2] and high[0]>high[1] ? OnThreeWhiteSoldiers : na
three_black_crows =  close[3]>open[3] and open[2]>close[3] and close[2]<avg(close[2],open[2]) and open[1]<open[2] and open[1]>close[2] and close[1]<avg(close[1],open[1]) and open[0]<open[1] and open[0]>close[1] and close[0]<avg(close[0],open[0]) and low[1]<low[2] and low[0]<low[1] ? OnThreeWhiteSoldiers : na

//Three Stars in the South
three_stars_in_the_south = open[3]>close[3] and open[2]>close[2] and open[2]==high[2] and open[1]>close[1] and open[1]<open[2] and open[1]>close[2] and low[1]>low[2] and open[1]==high[1] and open[0]>close[0] and open[0]<open[1] and open[0]>close[1] and open[0]==high[0] and close[0]==low[0] and close[0]>=low[1] ? OnThreeStarsInTheSouth : na

//Stick Sandwich
stick_sandwich = open[2]>close[2] and open[1]>close[2] and open[1]<close[1] and open[0]>close[1] and open[0]>close[0] and close[0]==close[2] ? OnStickSandwich : na

//Meeting Line 
bullish_ml = open[2]>close[2] and open[1]>close[1] and close[1]==close[0] and open[0]<close[0] and open[1]>=high[0] ? OnMeetingLine : na
bearish_ml = open[2]<close[2] and open[1]<close[1] and close[1]==close[0] and open[0]>close[0] and open[1]<=low[0] ? OnMeetingLine : na

//Kicking 
bullish_kicking =  open[1]>close[1] and open[1]==high[1] and close[1]==low[1] and open[0]>open[1] and open[0]==low[0] and close[0]==high[0] and close[0]-open[0]>open[1]-close[1] ? OnKicking : na
bearish_kicking = open[1]<close[1] and open[1]==low[1] and close[1]==high[1] and open[0]<open[1] and open[0]==high[0] and close[0]==low[0] and open[0]-close[0]>close[1]-open[1] ? OnKicking : na

//Ladder Bottom
ladder_bottom = open[4]>close[4] and open[3]>close[3] and open[3]<open[4] and open[2]>close[2] and open[2]<open[3] and open[1]>close[1] and open[1]<open[2] and open[0]<close[0] and open[0]>open[1] and low[4]>low[3] and low[3]>low[2] and low[2]>low[1] ? OnLadderBottom : na

// ---Plotting ---

plotshape(bullish_engulfing, text='Engulfing', style=shape.triangleup, color=#1FADA2, editable=true, title="Bullish Engulfing Text")
plotshape(bearish_engulfing,text='Engulfing', style=shape.triangledown, color=#F35A54, editable=true, title="Bearish Engulfing Text")
plotshape(bullish_harami,text='Harami', style=shape.triangleup, color=#1FADA2, editable=true, title="Bullish Harami Text")
plotshape(bearish_harami,text='Harami', style=shape.triangledown, color=#F35A54, editable=true, title="BEarish Harami Text")
plotshape(piercing_line,text='Piercing Line', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(dark_cloud_cover,text='Dark Cloud Cover', style=shape.triangledown, color=#F35A54, editable=false)
plotshape(morning_star,text='Morning Star', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(evening_star,text='Evening Star', style=shape.triangledown, color=#F35A54, editable=false)
plotshape(bullish_belt_hold,text='Belt Hold', style=shape.triangleup, color=#1FADA2, editable=false)    
plotshape(bearish_belt_hold,text='Belt Hold', style=shape.triangledown, color=#F35A54, editable=false)
plotshape(three_white_soldiers,text='Three White Soldiers', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(three_black_crows,text='Three Black Crows', style=shape.triangledown, color=#F35A54, editable=false)
plotshape(three_stars_in_the_south,text='3 Stars South', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(stick_sandwich,text='Stick Sandwich', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(bullish_ml,text='Meeting Line', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(bearish_ml,text='Meeting Line', style=shape.triangledown, color=#F35A54, editable=false)
plotshape(bullish_kicking,text='Kicking', style=shape.triangleup, color=#1FADA2, editable=false)
plotshape(bearish_kicking,text='Kicking', style=shape.triangledown, color=#F35A54, editable=false)
plotshape(ladder_bottom,text='Ladder Bottom', style=shape.triangleup, color=#1FADA2, editable=false)

// --- STRATEGY ---

SignalUp = bullish_engulfing or bullish_harami or piercing_line or morning_star or bullish_belt_hold or three_white_soldiers or three_stars_in_the_south or stick_sandwich or bullish_ml or bullish_kicking or ladder_bottom
SignalDown = bearish_engulfing or bearish_harami or dark_cloud_cover or evening_star or bearish_belt_hold or three_black_crows or bearish_ml or bearish_kicking

strategy.entry("long", true, when = SignalUp and session_open)
strategy.entry("short", false, when = SignalDown and session_open)
strategy.close("long", when = not session_open)
strategy.close("short", when = not session_open)
strategy.exit("Risk Exit long", from_entry = "long", profit = tp, trail_points = trail, loss = sl)
strategy.exit("Risk Exit short", from_entry = "short", profit = tp, trail_points = trail, loss = sl )

더 많은

2019 FMZ - 모든 권리 보호