Strategi Aksi Harga
ChaoZhang
Ringkasan
Ini adalah strategi perdagangan berdasarkan pergerakan harga, digabungkan dengan identifikasi tren dengan indikator garis rata, dan memanfaatkan bentuk harga untuk masuk.
Prinsip Strategi
Strategi ini didasarkan pada beberapa hal:
Menggunakan garis rata-rata EMA untuk menilai tren. Ketika EMA dan Hull MA siklus 89 berwarna merah, menilai tren Bear, hanya kosong; Ketika kedua garis rata-rata hijau, menilai tren Bull, hanya lebih banyak; Ketika satu garis hijau dan satu merah, menilai goyangan, dapat dilakukan lebih banyak dan kosong.
Menggunakan sinyal pengenalan bentuk harga. Strategi untuk mengidentifikasi berbagai kombinasi positif dan negatif, seperti garis entitas tunggal, bentuk terobosan palsu, dan garis induk, untuk mengidentifikasi titik masuk potensial.
Strategi ini juga menggabungkan titik-titik dukungan dan resistensi penting, untuk lebih memverifikasi sinyal bentuk harga, dan untuk menghindari false breakout.
MACD membantu penilaian. Menggabungkan warna garis pilar dari indikator MACD, memverifikasi sinyal bentuk harga, meningkatkan tingkat keberhasilan.
Menggunakan mekanisme pelacakan tren. Strategi menambahkan modul pelacakan tren, yang dapat lebih akurat menilai titik-titik perubahan tren, menghindari puncak dan dasar.
Tetapkan Stop Loss Stop Point. Strategi ini menambahkan Stop Loss dan Stop Stop Modul yang didasarkan pada nilai ATR, yang membantu dalam memahami rasio keuntungan dan kerugian.
Analisis Keunggulan
Strategi ini memiliki keuntungan sebagai berikut:
Berdasarkan tren harga, tidak dipengaruhi oleh indikator. Berdasarkan penilaian harga murni, tidak tertipu oleh indikator kompleks, lebih dekat dengan sumber asli pasar.
Bergabunglah dengan EMA dan Hull MA untuk mengidentifikasi arah tren, hanya beroperasi di arah tren, dan hindari masuk ke arah yang berlawanan.
Formulir menggabungkan indikator, meningkatkan tingkat keberhasilan. Formulir harga dan indikator MACD saling diverifikasi, dapat memfilter sinyal palsu, meningkatkan probabilitas keuntungan.
Mekanisme pelacakan dapat menangkap tren besar. Modul pelacakan tren dapat menangkap tren dalam periode waktu yang lebih besar, dan memiliki ruang keuntungan yang lebih besar.
Ada mekanisme stop loss, risiko yang dapat dikontrol. Ada rasio stop loss yang tetap, yang membantu untuk memahami rasio untung rugi, dan mengendalikan risiko.
Analisis risiko
Strategi ini juga memiliki risiko sebagai berikut:
Strategi hanya cocok untuk beroperasi dalam tren yang lebih jelas di garis tengah pendek, jika terjadi pergeseran tren siklus besar, akan dihentikan. Strategi dapat dihindari dengan analisis siklus besar.
Risiko kegagalan bentuk harga. Efek bentuk harga sangat bervariasi dalam lingkungan pasar yang berbeda, di beberapa bentuk pasar tidak dapat berfungsi seperti yang diharapkan, menyebabkan terjadinya kerusakan sistem.
Kesulitan pengoptimalan parameter. Strategi mengandung banyak parameter, kombinasi parameter yang berbeda sangat berpengaruh pada hasil, membutuhkan banyak pengulangan untuk menemukan parameter terbaik, dan pengaturan parameter statis menghadapi risiko perubahan pasar.
Tidak dapat mengontrol risiko perorangan secara efektif. Pengaturan stop loss tetap sulit untuk memahami fluktuasi setiap perdagangan, tidak dapat mengontrol rasio untung rugi perorangan secara tepat.
Arah optimasi
Strategi ini dapat dioptimalkan dalam beberapa hal:
Masukkan pembelajaran mesin untuk mengidentifikasi bentuk harga yang lebih kompleks. Menggunakan teknologi seperti pembelajaran mendalam untuk secara otomatis mengidentifikasi bentuk harga yang lebih efektif.
Meningkatkan kemampuan beradaptasi. Membangun mekanisme optimasi parameter dinamis, sehingga parameter kebijakan dapat disesuaikan dengan pasar real-time, bukan pengaturan statis.
Tergabung dengan lebih banyak faktor verifikasi sinyal. Menambahkan lebih banyak faktor situasi harga, seperti volume transaksi, overnight gaps dan lain-lain untuk verifikasi, mengurangi risiko terselubung.
Memperkenalkan modul pengendalian angin dan manajemen posisi. Mengatur ukuran posisi secara otomatis sesuai dengan penurunan nilai, mengontrol kerugian tunggal secara efektif, mengoptimalkan rasio untung rugi.
Optimalkan mekanisme penerimaan. Dapat memperhalus modul penilaian tren, mengidentifikasi lebih jelas tren getaran irama, untuk meningkatkan tingkat keberhasilan penerimaan.
Meringkaskan
Secara keseluruhan, keunggulan utama dari strategi ini adalah berdasarkan pada penilaian tren harga, menghindari ketergantungan pada indikator, dan memaksimalkan sifat pasar. Kombinasi tren dan indikator dapat meningkatkan probabilitas keuntungan, menambahkan risiko pengendalian stop loss. Namun, perlu untuk melindungi risiko seperti pembalikan tren siklus besar, kegagalan pola harga. Di masa depan, strategi ini dapat diperdalam melalui pembelajaran mesin, pengoptimalan parameter dinamis, dan modul pengendalian risiko.
/*backtest
start: 2023-08-19 00:00:00
end: 2023-09-18 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
args: [["v_input_1",true]]
*/
//@version=2
// strategy(title="Price Action", shorttitle="Price Action", overlay=true,default_qty_value=2000,initial_capital=1000,currency=currency.USD, pyramiding=1,calc_on_every_tick=true)
// EMA //
HiLoLen = 34
pacL = ema(low,HiLoLen)
pacC = ema(close,HiLoLen)
pacH = ema(high,HiLoLen)
signalMA = ema(close,89)
col1=pacC>signalMA?lime:pacC<signalMA?red:yellow
plot(signalMA, color=col1, title="SignalMA")
// Plot the Price Action Channel (PAC) base on EMA high,low and close//
//L=plot(pacL, color=yellow, linewidth=1, title="High PAC EMA",transp=0)
//C=plot(pacC, color=yellow, style = line, linewidth=1, title="Close PAC EMA",transp=0)
//H=plot(pacH, color=yellow, linewidth=1, title="Low PAC EMA",transp=0)
// HullMA //
n=89
//
n2ma=2*wma(close,round(n/2))
nma=wma(close,n)
diff=n2ma-nma
sqn=round(sqrt(n))
//
n2ma1=2*wma(close[1],round(n/2))
nma1=wma(close[1],n)
diff1=n2ma1-nma1
sqn1=round(sqrt(n))
//
n1=wma(diff,sqn)
n2=wma(diff1,sqn)
condDown = n2 >= n1
condUp = condDown != true
col =condUp ? lime : condDown ? red : yellow
plot(n1,title="Hull MA", color=col,linewidth=1)
// Macd Barcolor
fastlength = 12
slowlength = 26
MACDLength = 9
MACD = ema(close, fastlength) - ema(close, slowlength)
aMACD = ema(MACD, MACDLength)
delta = MACD - aMACD
hisup= iff(delta>delta[1] and delta>0, 1,iff(delta<delta[1], -1, nz(hisup[1], 0)))
hisdown = iff(delta<delta[1] and delta<0, 1,iff(delta>delta[1], -1, nz(hisdown[1], 0)))
//Swing high low//
ktswinghigh=(high<=high[2] and high[1]<=high[2] and high[3]<=high[2] and high[4]<=high[2])// and high<high[1] and high[4]<high[3]) or (high<high[1] and high[1]<high[2] and high[4]<high[2] and high[5]<high[2] and high[3]<high[2])
ktswinghigh3=(high<high[1] and high[1]<high[3] and high[5]<high[3] and high[6]<high[5]and high[2]<high[3] and high[4]<high[3]) or(high<high[3] and high[2]<high[3] and high[1]<high[3] and high[4]<high[3] and high[5]<high[4])
sh=ktswinghigh?high[2]:na
swinghigh = fixnan(sh)
colorsh=swinghigh==swinghigh[1]?white:na
plot(swinghigh,color=colorsh,title="Swing High",style=line,offset=-2)
ktswinglow=(low>=low[2] and low[1]>=low[2] and low[3]>=low[2] and low[4]>=low[2])// and low>low[1] and low[4]>low[3]) or (low>low[1] and low[1]>low[2] and low[4]>low[2] and low[5]>low[2] and low[3]>low[2])
ktswinglow3=low>low[1] and low[1]>low[3] and low[5]>low[3] and low[6]>low[5] and low[2]>low[3] and low[4]>low[3] or (low>low[3] and low[1]>low[3] and low[2]>low[3] and low[4]>low[3] and low[5]>low[4])
sl=ktswinglow?low[2]:na
swinglow = fixnan(sl)
colorsl=swinglow==swinglow[1]?white:na
plot(swinglow,title="Swing Low",color=colorsl,style=line,offset=-2)
// Pinbar FailBreak
ema21=ema(close,13)
beariskpinbar= (close-open<(high-low)/3 and open-close<(high-low)/3) and ((high>swinghigh and high>high[1] and high>high[2] and high>high[3] and close<swinghigh))// or ((open[2]<ema21[2] or close[2]<ema21[2]) and high>ema21 and low[2]<low[1] and low[3]<low[2] and high>high[1] and high>high[2] and high>high[3]))
bullishpibar=(close-open<(high-low)/3 and open-close<(high-low)/3) and ((low<swinglow and low<low[1] and low<low[2] and low<low[3] and close>swinglow))// or ((open[2]>ema21[2] or close[2]>ema21[2]) and low<ema21 and high[2]>high[1] and high[3]>high[2] and low<low[1] and low<low[2] and low<low[3]))
//
Inside(position) => high <= high[position] and low >= low[position]
outsidebar = (high >= high[1] and low <= low[1])
barcolor((high <= high[1] and low >= low[1]) ? white : na)
barcolor(hisup==1 and MACD>0 ? lime: hisdown==1 and MACD<0 ? red : hisup==-1 and MACD>0 ? green: orange )
barcolor(bullishpibar or beariskpinbar ?white:na)
secLast = 1
fakey = (high[1] <= high[2] and low[1] >= low[2] and high > high[2] and close >= low[2] and close < high[2]) or (high[2]<=high[3] and low[2]>=low[3] and high[1]>high[2] and close<high[2] and close>low[3] and high-close>0.75*(high-low))// ? red : na
fakey1 = (high[1] <= high[2] and low[1] >= low[2] and low < low[2] and close > low[2] and close <= high[1]) or (high[2]<=high[3] and low[2]>=low[3] and low[1]<low[2] and close>low[2] and close<high[3] and close-low>0.75*(high-low)) //? lime : na
barcolor(fakey or fakey1?white:na)
//plotshape(beariskpinbar and (not fakey or (fakey and outsidebar)) , title= "Pinbar Bearisk", location=location.abovebar, color=white, style=shape.arrowdown, text="Pinbar",size=size.tiny)
//plotshape(bullishpibar and (not fakey1 or (fakey1 and outsidebar)), title= "Pinbar Bullish", location=location.belowbar, color=white, style=shape.arrowup, text="Pinbar",size=size.tiny)
//insidebar= Inside(secLast)? #FF9800: na
onewhitesoliderbear= close<open and high[1]-close>0.5*(high[1]-low[1]) and (open-close)>2/3*(high-low) and (high[1]>ema21[1] or high>ema21) and open[1]<ema21[1] and close-low<(high-close)*0.3 and (open[2]<ema21[2] or close[2]<ema21[2]) and close<ema21 and low[2]<low[1] and low[3]<low[2]
onewwhitesoliderbull= close>open and close-low[1]>0.5*(high[1]-low[1]) and (close-open)>2/3*(high-low) and (low[1]<ema21[1] or low<ema21) and open[1]>ema21[1] and high-close<(close-low)*0.3 and (open[2]>ema21[2] or close[2]>ema21[2]) and close>ema21 and high[2]>high[1] and high[3]>high[2]
onewhitesoliderbear1= close<open and high[1]-close>0.5*(high[1]-low[1]) and (open-close)>2/3*(high-low) and (high[1]>pacC[1] or high>pacC) and open[1]<pacC[1] and close-low<(high-close)*0.3 and (open[2]<pacC[2] or close[2]<pacC[2]) and close<pacC and low[2]<low[1] and low[3]<low[2]
onewwhitesoliderbull1= close>open and close-low[1]>0.5*(high[1]-low[1]) and (close-open)>2/3*(high-low) and (low[1]<pacC[1] or low<pacC) and open[1]>pacC[1] and high-close<(close-low)*0.3 and (open[2]>pacC[2] or close[2]>pacC[2]) and close>pacC and high[2]>high[1] and high[3]>high[2]
onewhitesoliderbear2= close<open and high[1]-close>0.5*(high[1]-low[1]) and (open-close)>2/3*(high-low) and (high[1]>signalMA[1] or high>signalMA) and open[1]<signalMA[1] and close-low<(high-close)*0.3 and (open[2]<signalMA[2] or close[2]<signalMA[2]) and close<signalMA and low[2]<low[1] and low[3]<low[2]
onewwhitesoliderbull2= close>open and close-low[1]>0.5*(high[1]-low[1]) and (close-open)>2/3*(high-low) and (low[1]<signalMA[1] or low<signalMA) and open[1]>signalMA[1] and high-close<(close-low)*0.3 and (open[2]>signalMA[2] or close[2]>signalMA[2]) and close>signalMA and high[2]>high[1] and high[3]>high[2]
//plotshape(beariskpinbar and (not fakey or (fakey and outsidebar)) and not onewhitesoliderbear and not onewwhitesoliderbull, title= "Pinbar Bearisk", location=location.abovebar, color=white, style=shape.arrowdown, text="Pinbar",size=size.tiny)
//plotshape(bullishpibar and (not fakey1 or (fakey1 and outsidebar)) and not onewwhitesoliderbull and not onewhitesoliderbear, title= "Pinbar Bullish", location=location.belowbar, color=white, style=shape.arrowup, text="Pinbar",size=size.tiny)
//
//pinbar=(open>ema21 and low<ema21 and close-low>2*(high-close)) or (open[1]>ema21[1] and low[1]<ema21[1] and (close-low[1]>2*(high[1]-close) or close-low>2*(high[1]-close)))? green:na
//pinbar2=(open<ema21 and high>ema21 and high-close>2*(close-low)) or (open[1]<ema21[1] and high[1]>ema21[1] and (high[1]-close>2*(close-low[1]) or high-close>2*(close-low[1])))?orange:na
//plot(ema21)
//bgcolor(insidebar, transp=70)
//bgcolor(fakey, transp=80)
//bgcolor(fakey1, transp=80)
//bgcolor(pinbar, transp=70)
//bgcolor(pinbar2, transp=70)
insidebar = ((high[1] <= high[2] and low[1] >= low[2]) and not(outsidebar))
barcolor(outsidebar and high[1]<=high[2] and low[1]>=low[2]?white:na)
bearishibbf=( insidebar and (high > high[1] and close < high[1]))
//barcolor( bearishibbf ? white : na, 0, true, "Bearish Inside Bar Breakout Failure")
//plotshape(bearishibbf and not fakey, title= "Bearish Inside Bar Breakout Failure", location=location.abovebar, color=white, style=shape.arrowdown, text="InsideBar\nFailBreak",size=size.tiny)
bullishibbf=(insidebar and (low < low[1] and close > low[1]))
//barcolor( bullishibbf ? white : na, 0, true, "Bullish Inside Bar Breakout Failure")
//plotshape(bullishibbf and not fakey1, title= "Bullish Inside Bar Breakout Failure", location=location.belowbar, color=white, style=shape.arrowup, text="InsideBar\nFailBreak",size=size.tiny)
//
barcolor((onewwhitesoliderbull or onewhitesoliderbear) and not insidebar?white:na)
//
// Outsidebar follow Insidebar
///plotshape(outsidebar and ((high[1]<=high[2] and low[1]>=low[2] ) ) and close<ema21 and not beariskpinbar and not bullishpibar, title= "OutsideBar Break InsideBar", location=location.abovebar, color=white, style=shape.arrowdown, text="Outside\nBar",size=size.tiny)
//plotshape(outsidebar and ((high[1]<=high[2] and low[1]>=low[2]) ) and close>ema21 and not beariskpinbar and not bullishpibar, title= "OutsideBar Break InsideBar", location=location.belowbar, color=white, style=shape.arrowup, text="Outside\nBar",size=size.tiny)
//
whitesoldierreversal= ((low[1]<low[2] and low[2]<low[3]) or (high[1]<high[2] and high[2]<high[3])) and low[3]<low[8] and low[8]<ema21[8] and high[2]<ema21[2] and high[1]<ema21[1] and high[3]<ema21[3] and close-low[1]>(high[1]-close) and (open<close[1] or open<open[1]) and close-open>0.3*(high-low) and high-close<0.5*(close-open)
blackcrowreversal= ((high[1]>high[2] and high[2]>high[3]) or (low[1]>low[2] and low[2]>low[3])) and high[3]>high[8] and high[8]>ema21[8] and low[2]>ema21[2] and low[1]>ema21[1] and low[3]>ema21[3] and close-low[1]<(high[1]-close) and (open>close[1] or open>open[1]) and open-close>0.3*(high-low) and close-low<0.5*(open-close)
// Black Crow and White Soldier Reversal
//plotshape(whitesoldierreversal, title= "Piercing Pattern", location=location.belowbar, color=white, style=shape.arrowup, text="Piercing",size=size.tiny)
//plotshape(blackcrowreversal, title= "Dark Cloud Cover", location=location.abovebar, color=white, style=shape.arrowdown, text="Dark\nCloud",size=size.tiny)
barcolor(blackcrowreversal or whitesoldierreversal?white:na)
//
pinbarreversalbull= ((low[1]<low[2] and low[2]<low[3]) or (high[1]<high[2] and high[2]<high[3])) and low[3]<low[8] and low[8]<ema21[8] and high[2]<ema21[2] and high[1]<ema21[1] and high[3]<ema21[3] and close-open<(high-low)/3 and open-close<(high-low)/3 and high-close<close-low and low<low[1]
pinbarreversalbear= ((high[1]>high[2] and high[2]>high[3])or (low[1]>low[2] and low[2]>low[3])) and high[3]>high[8] and high[8]>ema21[8] and low[2]>ema21[2] and low[1]>ema21[1] and low[3]>ema21[3] and close-open<(high-low)/3 and open-close<(high-low)/3 and high-close>close-low and high>high[1]
// Pinbar Reversal
//plotshape(pinbarreversalbull and not whitesoldierreversal and not fakey1 and not blackcrowreversal and not whitesoldierreversal and not bullishpibar, title= "Bullish Pinbar Reversal", location=location.belowbar, color=white, style=shape.arrowup, text="Pinbar",size=size.tiny)
//plotshape(pinbarreversalbear and not blackcrowreversal and not fakey and not whitesoldierreversal and not blackcrowreversal and not beariskpinbar, title= "Bearisk Pinbar Reversal", location=location.abovebar, color=white, style=shape.arrowdown, text="Pinbar",size=size.tiny)
barcolor(pinbarreversalbear or pinbarreversalbull?white:na)
// Fakey
plotshape(fakey and (not outsidebar or not (high[1]<=high[2] and low[1]>=low[2]) ) and not blackcrowreversal , title= "Fakey Bearisk", location=location.abovebar, color=white, style=shape.arrowdown, text="Fakey",size=size.tiny)
plotshape(fakey1 and (not outsidebar or not (high[1]<=high[2] and low[1]>=low[2]) ) and not whitesoldierreversal , title= "Fakey Bullish", location=location.belowbar, color=white, style=shape.arrowup, text="Fakey",size=size.tiny)
// Pinbar Fake Breakout
//plotshape(beariskpinbar and (not fakey or (fakey and outsidebar)) and not onewhitesoliderbear and not onewwhitesoliderbull and not blackcrowreversal and not whitesoldierreversal and not fakey, title= "Pinbar Bearisk", location=location.abovebar, color=white, style=shape.arrowdown, text="FalseBreak\nPinbar",size=size.tiny)
//plotshape(bullishpibar and (not fakey1 or (fakey1 and outsidebar)) and not onewwhitesoliderbull and not onewhitesoliderbear and not whitesoldierreversal and not blackcrowreversal and not fakey1, title= "Pinbar Bullish", location=location.belowbar, color=white, style=shape.arrowup, text="FalseBreak\nPinbar",size=size.tiny)
// Black Crow and White Soldier Continuation
//plotshape((onewhitesoliderbear or onewhitesoliderbear1 or onewhitesoliderbear2) and not insidebar and not fakey and not fakey1 and not outsidebar, title= "One solider Bearisk", location=location.abovebar, color=white, style=shape.arrowdown, text="Black\nCrow",size=size.tiny)
//plotshape((onewwhitesoliderbull or onewwhitesoliderbull1 or onewwhitesoliderbull2)and not insidebar and not fakey and not fakey1 and not outsidebar, title= "One solider Bullish", location=location.belowbar, color=white, style=shape.arrowup, text="White\nSoldier",size=size.tiny)
// Pinbar Continuation
pinbarresistance= (close-open<(high-low)/3 and open-close<(high-low)/3) and high-close>(close-low) and high-open>(open-low) and ((open[2]<ema21[2] or close[2]<ema21[2]) and high>ema21 and low[2]<low[1] and low[3]<low[2] and high>high[1] and high>high[2] and high>high[3])
pinbarsupport=(close-open<(high-low)/3 and open-close<(high-low)/3) and close-low>(high-close) and open-low>(high-open) and ((open[2]>ema21[2] or close[2]>ema21[2]) and low<ema21 and high[2]>high[1] and high[3]>high[2] and low<low[1] and low<low[2] and low<low[3])
//plotshape(pinbarresistance and (not fakey or (fakey and outsidebar)) and not onewhitesoliderbear and not onewwhitesoliderbull and not blackcrowreversal and not whitesoldierreversal and not fakey and not beariskpinbar, title= "Pinbar Bearisk", location=location.abovebar, color=white, style=shape.arrowdown, text="Pinbar",size=size.tiny)
//plotshape(pinbarsupport and (not fakey1 or (fakey1 and outsidebar)) and not onewwhitesoliderbull and not onewhitesoliderbear and not whitesoldierreversal and not blackcrowreversal and not fakey1 and not bullishpibar, title= "Pinbar Bullish", location=location.belowbar, color=white, style=shape.arrowup, text="Pinbar",size=size.tiny)
// barcolor
onlybuy=input(false)
onlysell=input(false)//
conmua= hisup==1 and MACD>0?1: (hisdown[1]==1 and MACD[1]<0 and pacC[1]>signalMA[1]) or (n1[2]<n1[3] and pacC[1]>signalMA[1])?-1:nz(conmua[1],1)
conmua1= conmua==1 and (hisdown==1 and MACD<0 and pacC>signalMA) or (n1[1]<n1[2] and pacC>signalMA)?1:(close[1]>n1[1] and pacC[1]>signalMA[1] and open[1]<n1[1] and close[1]>pacC[1]) or crossunder(pacC,signalMA) ?-1:nz(conmua1[1],1)
conmua2=conmua1==1 and hisup==1 and MACD>0 and close>n1?1: high[1]<high[3] and high[2]<high[3]?-1:nz(conmua2[1],1)
conmua3=conmua2==1 and high<high[2] and high[1]<high[2]?1: (close[1]>swinghigh[1] and hisup[1]==1 and MACD[1]>0) or ( MACD<0)?-1:nz(conmua3[1],1)
mua=conmua3==1 and hisup==1 and MACD>0 and conmua2==-1 and conmua1==-1
mua2= conmua1==1 and ( close>n1 and pacC>signalMA and open<n1 and close>pacC) and conmua[1]==-1
//if(mua2 and onlysell==false)
// strategy.entry("Buy",strategy.long)
conban=hisdown==1 and MACD<0?1:(hisup[1]==1 and MACD[1]>0 and pacC[1]<signalMA[1]) or (n1[2]>n1[3] and pacC[1]<signalMA[1])?-1:nz(conban[1],1)
conban1= conban==1 and (hisup==1 and MACD>0 and pacC<signalMA) or (n1[1]>n1[2] and pacC<signalMA)?1:( close[1]<n1[1] and pacC[1]<signalMA[1] and open[1]>n1[1] and close[1]<pacC[1]) or crossover(pacC,signalMA)?-1:nz(conban1[1],1)
conban2=conban1==1 and hisdown==1 and MACD<0 and close<n1?1: low[1]>low[3] and low[2]>low[3]?-1:nz(conban2[1],1)
conban3=conban2==1 and low[1]>low[2] and low>low[2]?1: (close[1]<swinglow[1] and hisdown[1]==1 and MACD[1]<0) or ( MACD>0)?-1:nz(conban3[1],1)
ban=conban3==1 and hisdown==1 and MACD<0 and conban2==-1
ban2=conban1==1 and ( close<n1 and pacC<signalMA and open>n1 and close<pacC) and conban[1]==-1
//if(ban2 and onlybuy==false)
// strategy.entry("Sell",strategy.short)
plotshape(conmua1==1 and conmua[1]==-1, style= shape.triangleup, color = lime, location = location.bottom,size=size.tiny)
plotshape(conban1==1 and conban[1]==-1, style= shape.triangledown, color = red, location = location.bottom,size=size.tiny)
plotshape(mua2, style= shape.labelup, color = lime, location = location.bottom,size=size.tiny)
plotshape(ban2, style= shape.labeldown, color = red, location = location.bottom,size=size.tiny)
// TP and SL/
SL = input(defval=50.00, title="Chốt lời (Pip)", type=float, step=1)
rr= input(defval=20.00,title="Cắt lỗ (Pip)",type=float, step=1)
useTPandSL = input(defval = true, title = "Sử dụng chốt lời và cắt lỗ?")
Stop = rr*10
Take=SL*10
Q = 100
if(useTPandSL)
strategy.exit("ExitBuy", "Buy", qty_percent=Q, profit= Take, loss=Stop)
strategy.exit("ExitSell", "Sell", qty_percent=Q, profit= Take, loss=Stop)