Strategi Pembalikan Tren Kombinasi Multi-Indikator


Tanggal Pembuatan: 2024-01-23 15:33:59 Akhirnya memodifikasi: 2024-01-23 15:33:59
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Strategi Pembalikan Tren Kombinasi Multi-Indikator

Ringkasan

Ini adalah strategi untuk mengkombinasikan beberapa indikator untuk mengidentifikasi titik balik tren harga. Ide dasarnya adalah bahwa indikator tunggal sulit untuk mengidentifikasi titik balik tren secara sempurna, sehingga memilih beberapa indikator dengan fungsi yang sama untuk mengkombinasikan. Ketika beberapa indikator mengirimkan sinyal yang sama, kita dapat secara relatif menentukan kemungkinan tinggi terjadinya pembalikan tren, sehingga dapat melakukan operasi perdagangan.

Prinsip Strategi

Strategi ini memilih 5 indikator yang berbeda untuk digunakan dalam kombinasi, yang masing-masing memiliki fungsi untuk menilai tren harga.

  1. Coral Trend Indicator: menggunakan kombinasi rata-rata bergerak rata-rata indeks yang menggunakan tiga atau lebih untuk menentukan tren harga
  2. SSL Channel: Menghitung Saluran Harga dan Tren dengan Menggunakan Moving Average
  3. Heikin Ashi RSI: Menggunakan indikator nilai tukar untuk menilai tren kombinasi dengan garis rata-rata harian
  4. MACD DEMA: Indeks bergerak rata-rata dua kali lipat dengan MACD untuk menilai tren
  5. WaveTrend Oscillator: menilai tren berdasarkan saluran harga

Logika perdagangan strategi adalah, dari 5 indikator di atas, satu atau lebih indikator dapat dipilih secara acak untuk dikombinasikan. Ketika beberapa indikator yang dipilih secara bersamaan mengirimkan sinyal beli / jual, kita melakukan over / short position di bar yang sesuai.

Sebagai contoh, jika kita memilih 2 indikator: Coral Trend dan SSL Channel. Maka kita hanya akan melakukan lebih banyak jika keduanya mengirimkan sinyal beli pada saat bersamaan; kita hanya akan melakukan nol jika keduanya mengirimkan sinyal jual pada saat bersamaan.

Dengan demikian, verifikasi kombinasi dari beberapa indikator dapat meningkatkan keandalan sinyal perdagangan secara signifikan dan menghindari kesalahan dari satu indikator.

Keunggulan Strategis

  1. Menggunakan beberapa kombinasi indikator untuk mengidentifikasi kemungkinan besar terbaliknya tren, meningkatkan peluang perdagangan
  2. Setiap indikator menggunakan metode perhitungan yang berbeda untuk membuat sinyal lebih akurat secara menyeluruh.
  3. Anda dapat memilih 1 sampai 5 indikator untuk dikombinasikan, kombinasi yang fleksibel
  4. Memberikan pengaturan parameter rinci untuk setiap indikator, yang dapat dioptimalkan untuk pasar yang berbeda
  5. Memberikan parameter jendela review yang dapat menyesuaikan sensitivitas untuk mengidentifikasi titik jual beli

Risiko Strategis dan Solusi

  1. Indikator tunggal berisiko menyesatkan

    • Solusi: Validasi dengan kombinasi beberapa indikator
  2. Setting parameter yang salah dapat menyebabkan terlalu sensitif atau terlalu lambat

    • Solusi: Parameter pengoptimalan uji ulang berdasarkan siklus dan varietas yang berbeda
  3. Ada keterlambatan antara indikator

    • Solusinya: Siapkan jendela waktu penelusuran yang tepat

Arah optimasi strategi

  1. Mencoba lebih banyak jenis indikator penilaian tren, memperluas indikator, dan memperkaya portofolio
  2. Menambahkan algoritma pembelajaran mesin untuk mengidentifikasi kombinasi indikator terbaik secara otomatis
  3. Tambahkan parameter untuk menyesuaikan diri dengan modul optimasi sehingga parameter dapat disesuaikan secara dinamis
  4. Mengubah tren identifikasi, termasuk indikator emosi dan fundamental.
  5. Mengembangkan model manajemen risiko kuantitatif untuk mengendalikan risiko transaksi

Meringkaskan

Strategi ini secara keseluruhan mewujudkan strategi perdagangan reversal tren yang lebih andal. Idealnya menggunakan kombinasi multi-indikator yang diverifikasi, memiliki penerapan universal yang kuat, dan dapat diperluas dengan sangat baik. Efeknya dapat ditingkatkan lebih lanjut jika dioptimalkan lebih lanjut, dengan teknologi seperti pembelajaran mesin dan optimasi dinamika parameter.

Kode Sumber Strategi
/*backtest
start: 2023-12-01 00:00:00
end: 2023-12-31 23:59:59
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=5
//@author=iori86
//Any trade decisions you make are entirely your own responsibility//

strategy('GT 5.1 Strategy', 'GT 5.1 Strategy •', true, default_qty_type=strategy.cash)
string GROUP_6="STRATEGY OPTIONS"
dec1 = input(true,"HARSI", group=GROUP_6)
harsi_back = input.int(6, 'Lookback HARSI', group=GROUP_6, minval=1, maxval=32)
dec2 = input(true,"SSL", group=GROUP_6)
ssl_back = input.int(1, 'Lookback SSL', group=GROUP_6, minval=0, maxval=4)
dec3 = input(true,"CORAL", group=GROUP_6)
coral_back = input.int(4, 'Lookback CORAL', group=GROUP_6, minval=1, maxval=10)
dec4 = input(false,"MACD DEMA", group=GROUP_6)
macd_back =input.int(0, 'Lookback MACD DEMA', group=GROUP_6, minval=0, maxval=10)
dec5 = input(false,"WAVE TREND", group=GROUP_6)
wave_back=input.int(0, 'Lookback WAVE', group=GROUP_6, minval=0, maxval=10)

//================================================================HARSI============================================================================//

string GROUP_1 = 'Config » HARSI'
i_lenHARSI = input.int(14, 'Length', group=GROUP_1, minval=1)
i_smoothing = input.int(7, 'Open Smoothing', group=GROUP_1, minval=1, maxval=100)
f_zrsi(_source, _length) => ta.rsi(_source, _length) - 50
f_zstoch(_source, _length, _smooth, _scale) =>
    float _zstoch = ta.stoch(_source, _source, _source, _length) - 50
    float _smoothed = ta.sma(_zstoch, _smooth)
    float _scaled = (_smoothed / 100 )* _scale
f_rsi(_source, _length, _mode) =>
    float _zrsi = f_zrsi(_source, _length)
    var float _smoothed = na
    _smoothed := na(_smoothed[1]) ? _zrsi : (_smoothed[1] + _zrsi) / 2
    _mode ? _smoothed : _zrsi
f_rsiHeikinAshi(_length) =>
    float _closeRSI = f_zrsi(close, _length)
    float _openRSI = nz(_closeRSI[1], _closeRSI)
    float _highRSI_raw = f_zrsi(high, _length)
    float _lowRSI_raw = f_zrsi(low, _length)
    float _highRSI = math.max(_highRSI_raw, _lowRSI_raw)
    float _lowRSI = math.min(_highRSI_raw, _lowRSI_raw)
    float _close = (_openRSI + _highRSI + _lowRSI + _closeRSI) / 4
    var float _open = na
    _open := na(_open[i_smoothing]) ? (_openRSI + _closeRSI) / 2 : ((_open[1] * i_smoothing) + _close[1]) / (i_smoothing + 1)
    float _high = math.max(_highRSI, math.max(_open, _close))
    float _low = math.min(_lowRSI, math.min(_open, _close))
    [_open, _high, _low, _close]
[O, H, L, C] = f_rsiHeikinAshi(i_lenHARSI)

//=======================================================================SSL=======================================================================//

string GROUP_2 = 'Config » SSL Channel'
int len = input.int(10, 'Period', group=GROUP_2)
float smaHigh = ta.sma(high, len)
float smaLow = ta.sma(low, len)
float Hlv = na
Hlv := close > smaHigh ? 1 : close < smaLow ? -1 : Hlv[1]
float sslDown = Hlv < 0 ? smaHigh : smaLow
float sslUp = Hlv < 0 ? smaLow : smaHigh
plot(sslDown, linewidth=2, color=color.new(color.red, 0))
plot(sslUp, linewidth=2, color=color.new(color.lime, 0))

//=======================================================================CORAL=======================================================================//

string GROUP_3 = 'Config » Coral Trend Candles'
src = close
sm = input.float(9, 'Smoothing Period', group=GROUP_3, minval=1)
cd = input.float(0.4, 'Constant D', group=GROUP_3, minval=0.1)
float di = (sm) / 2.0 + 1.0
float c1 = 2 / (di + 1.0)
float c2 = 1 - c1
float c3 = 3.0 * (cd * cd + cd * cd * cd)
float c4 = -3.0 * (2.0 * cd * cd + cd + cd * cd * cd)
float c5 = 3.0 * cd + 1.0 + cd * cd * cd + 3.0 * cd * cd
var float i1 = na
var float i2 = na
var float i3 = na
var float i4 = na
var float i5 = na
var float i6 = na
i1 := c1 * src + c2 * nz(i1[1])
i2 := c1 * i1 + c2 * nz(i2[1])
i3 := c1 * i2 + c2 * nz(i3[1])
i4 := c1 * i3 + c2 * nz(i4[1])
i5 := c1 * i4 + c2 * nz(i5[1])
i6 := c1 * i5 + c2 * nz(i6[1])
var float bfr = na
bfr := -cd * cd * cd * i6 + c3 * i5 + c4 * i4 + c5 * i3
color bfrC = bfr > nz(bfr[1]) ? color.green : bfr < nz(bfr[1]) ? color.red : color.blue
plot(bfr, title='Trend', linewidth=3, style=plot.style_circles, color=bfrC)

//=======================================================================MACD DEMA=======================================================================//
string GROUP_4 = 'Config » MACD DEMA'
sma = input(12,title='DEMA Short', group=GROUP_4)
lma = input(26,title='DEMA Long', group=GROUP_4)
tsp = input(9,title='Signal', group=GROUP_4)
//dolignes = input(true,title="Lines", group=GROUP_4)

MMEslowa = ta.ema(close,lma)
MMEslowb = ta.ema(MMEslowa,lma)
DEMAslow = ((2 * MMEslowa) - MMEslowb )
MMEfasta = ta.ema(close,sma)
MMEfastb = ta.ema(MMEfasta,sma)
DEMAfast = ((2 * MMEfasta) - MMEfastb)
LigneMACDZeroLag = (DEMAfast - DEMAslow)
MMEsignala = ta.ema(LigneMACDZeroLag, tsp)
MMEsignalb = ta.ema(MMEsignala, tsp)
Lignesignal = ((2 * MMEsignala) - MMEsignalb )
MACDZeroLag = (LigneMACDZeroLag - Lignesignal)
swap1 = MACDZeroLag>0?color.green:color.red

//plot(MACDZeroLag,'Histo',color=swap1,histbase=0)
//p1 = plot(dolignes?LigneMACDZeroLag:na,"LigneMACD",color.blue)
//p2 = plot(dolignes?Lignesignal:na,"Signal",color.red)
//fill(p1, p2, color.blue)
hline(0)

//=======================================================================WAVE TREND=======================================================================//
string GROUP_5 = 'Config » WAVE TREND'

n1 = input(10, "Channel Length", group=GROUP_5)
n2 = input(21, "Average Length", group=GROUP_5)
//obLevel1 = input(60, "Over Bought Level 1", group=GROUP_5)
//obLevel2 = input(53, "Over Bought Level 2", group=GROUP_5)
//osLevel1 = input(-60, "Over Sold Level 1", group=GROUP_5)
//osLevel2 = input(-53, "Over Sold Level 2", group=GROUP_5)
ap = hlc3 
esa = ta.ema(ap, n1)
d = ta.ema(math.abs(ap - esa), n1)
ci = (ap - esa) / (0.015 * d)
tci = ta.ema(ci, n2)
wt1 = tci
wt2 = ta.sma(wt1,4)
//plot(0,"a" ,color.gray)
//plot(obLevel1,"a", color.red)
//plot(osLevel1,"a", color.green)
//plot(obLevel2,"a", color.red)
//plot(osLevel2,"a", color.green)
//plot(wt1,"a", color.green)
//plot(wt2,"a", color.red)
//plot(wt1-wt2,"a",color.blue, 1)

//=======================================================================CONDITIONS=======================================================================//
bool checker_1   = false   // HARSI BUY
bool checker_11  = false   // HARSI lookback BUY
bool checker_2   = false   // HARSI SELL
bool checker_21  = false   // HARSI lookback SELL
bool checker_3   = false   // SSL AL
bool checker_31  = false   // SSL lookback 0 dan büyükse al
bool checker_4   = false   // SSL SAT
bool checker_41  = false   // SSL lookback 0 dan büyükse sat
bool checker_5   = false   // CORAL AL
bool checker_51  = false   // CORAL lookback 1 den büyükse al
bool checker_6   = false   // CORAL SAT
bool checker_61  = false   // CORAL lookback 1 den büyükse sat
bool checker_7   = false   // MACD AL
bool checker_71  = false   // MACD lookback 0 dan büyükse al
bool checker_8   = false   // MACD SAT
bool checker_81  = false   // MACD lookback 0 dan büyükse sat
bool checker_9   = false   // WAVE AL
bool checker_91  = false   // WAVE lookback 0 dan büyükse al
bool checker_10  = false   // WAVE SAT
bool checker_101 = false   // WAVE lookback 0 dan büyükse sat


//=======================================================================HARSI=======================================================================//
if harsi_back==1
    if ( C > O and C[1] < O[1] and C > C[1])
        checker_1 := true
//HARSI SELL                
    if (C < O and C[1] > O[1] )
        checker_2 := true
// HARSI BUY
if harsi_back>1
    int say_1=0
    while harsi_back>say_1 and checker_11 == false
        if ( C[say_1] > O[say_1] and C[say_1+1] < O[say_1+1] and C[say_1] > C[say_1+1])
            checker_11 := true
        say_1:=say_1+1
    int say_2=0   
    while harsi_back>say_2 and checker_21 == false        
        if (C[say_2] < O[say_2] and C[say_2+1] > O[say_2+1])
            checker_21 := true
        say_2:=say_2+1
//=======================================================================SSL=======================================================================//
if ssl_back==0
    if (ta.crossover(sslUp, sslDown))
        checker_3 := true
    if (ta.crossover(sslDown, sslUp))
        checker_4 := true
if ssl_back>0
    int say_3=0
    while ssl_back>=say_3 and checker_31==false
        if (sslUp[say_3]>sslDown[say_3] and sslUp[say_3+1]<sslDown[say_3+1] )
            checker_31 := true
        say_3:=say_3+1
    int say_4=0
    while ssl_back>=say_4 and checker_41==false
        
        if (sslUp[say_4]<sslDown[say_4] and sslUp[say_4+1]>sslDown[say_4+1])
            checker_41 := true
        say_4:=say_4+1    
//======================================================================CORAL=======================================================================//
if coral_back==1
    if(bfrC == color.green and bfrC[1] == color.red)
        checker_5 := true
    if(bfrC == color.red and bfrC[1] == color.green)
        checker_6 := true
if coral_back>1
    int say_5=0
    while coral_back>say_5 and checker_51 == false
        if(bfrC[say_5] == color.green and bfrC[say_5+1] == color.red)
            checker_51 := true
        say_5 := say_5+1
    int say_6=0
    while coral_back>say_6 and checker_61 == false
        if(bfrC[say_6] == color.red and bfrC[say_6+1] == color.green)
            checker_61 := true
        say_6 := say_6+1
            

//=======================================================================MACD=======================================================================//
if macd_back==0 
    if ta.crossover(LigneMACDZeroLag,Lignesignal)
        checker_7 := true
    if ta.crossover(Lignesignal,LigneMACDZeroLag) 
        checker_8 := true
        
        
if macd_back>0
    int say_7=0
    while macd_back>=say_7 and checker_71==false
        if ta.crossover(LigneMACDZeroLag[say_7],Lignesignal[say_7])
            checker_71 := true
        say_7:=say_7+1
    int say_8=0
    while macd_back>=say_8 and checker_81==false
        if ta.crossover(Lignesignal[say_8],LigneMACDZeroLag[say_8])
            checker_81 := true
        say_8:=say_8+1   
//=======================================================================WAVE TREND=======================================================================//
if wave_back ==0
    if ta.crossover(wt1,wt2)
        checker_9  := true
    if ta.crossover(wt2,wt1)
        checker_10 :=true
if wave_back>0
    int say_9 =0
    while wave_back>=say_9 and checker_91==false
        if (ta.crossover(wt1[say_9],wt2[say_9]))
            checker_91 := true
        say_9:=say_9+1
    int say_10=0
    while wave_back>=say_10 and checker_101==false
        if (ta.crossover(wt2[say_10],wt1[say_10]))
            checker_101 := true
        say_10:=say_10+1   
//=======================================================================BUY=======================================================================//
var buy  = false
var sell = true
//=======================================================================TEK SEÇENEK=======================================================================//
if buy == false and sell==true
//dec1
    if dec1 == true and dec2==false and dec3== false and dec4==false and dec5==false
        if checker_1 or checker_11
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec2
    if dec2 == true and dec1==false and dec3== false and dec4==false and dec5==false
        if checker_3 or checker_31
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up,textcolor= color.white, size=size.small, text="SSL")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true   
//dec3
    if dec3 == true and dec2==false and dec1== false and dec4==false and dec5==false
        if checker_5 or checker_51
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up,textcolor= color.white, size=size.small, text="CORAL")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true  
//dec4    
    if dec4 == true and dec2==false and dec3== false and dec1==false and dec5==false
        if checker_7 or checker_71
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="MACD")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true      
//dec5    
    if dec5 == true and dec1==false and dec2== false and dec3==false and dec4==false
        if checker_9 or checker_91
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true   
//=======================================================================2 SEÇENEK=======================================================================// 
//dec1-dec2
    if dec1 == true and dec2==true and dec3== false and dec4== false and dec5== false
        if (checker_1== true or checker_11==true) and (checker_3 == true or checker_31 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n SSL")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec1 dec3
    if dec1 == true and dec2==false and dec3== true and dec4== false and dec5== false
        if (checker_1 == true or checker_11==true) and (checker_5 == true or checker_51 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n CORAL")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec1 dec4
    if dec1 == true and dec2==false and dec3== false and dec4== true and dec5== false
        if (checker_1 == true or checker_11==true) and (checker_7 == true or checker_71 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n MACD")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec1 dec5
    if dec1 == true and dec2==false and dec3== false and dec4== false and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec2 dec3
    if dec1 == false and dec2==true and dec3== true and dec4== false and dec5== false
        if (checker_3 == true or checker_31==true) and (checker_5 == true or checker_51 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n CORAL")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec2 dec4
    if dec1 == false and dec2==true and dec3== false and dec4== true and dec5== false
        if (checker_3 == true or checker_31==true) and (checker_7 == true or checker_71 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n MACD")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec2 dec5
    if dec1 == false and dec2==true and dec3== false and dec4== false and dec5== true
        if (checker_3 == true or checker_31==true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//dec3 dec4
    if dec1 == false and dec2==false and dec3== true and dec4== true and dec5== false
        if (checker_5 == true or checker_51==true) and (checker_7 == true or checker_71 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="CORAL\n MACD")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true               
//dec3 dec5
    if dec1 == false and dec2==false and dec3== true and dec4== false and dec5== true
        if (checker_5 == true or checker_51==true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="CORAL\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true            
//dec4 dec5
    if dec1 == false and dec2==false and dec3== false and dec4== true and dec5== true
        if (checker_7 == true or checker_71==true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="MACD\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true               
//=======================================================================3 SEÇENEK=======================================================================//
// dec 1 dec2 dec3
    if dec1 == true and dec2==true and dec3 == true and dec4 ==false and dec5== false
        if (checker_1 == true or checker_11==true) and (checker_3 == true or checker_31 == true) and (checker_5 == true or checker_51 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n SSL\n\n CORAL")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec1 dec2 dec4
    if dec1 == true and dec2==true and dec3 == false and dec4 ==true and dec5== false
        if (checker_1 == true or checker_11==true) and (checker_3 == true or checker_31 == true) and (checker_7 == true or checker_71 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n SSL\n\n MACD ")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec1 dec2 dec5
    if dec1 == true and dec2==true and dec3 == false and dec4 ==false and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_3 == true or checker_31 == true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n SSL\n\n WAVE ")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec1 dec3 dec4
    if dec1 == true and dec2==false and dec3 == true and dec4 ==true and dec5== false
        if (checker_1 == true or checker_11==true) and (checker_5 == true or checker_51 == true) and (checker_7 == true or checker_71 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n CORAL\n\n MACD ")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec1 dec3 dec5
    if dec1 == true and dec2==false and dec3 == true and dec4 ==false and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_5 == true or checker_51 == true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n CORAL\n\n WAVE ")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec1 dec4 dec5
    if dec1 == true and dec2==false and dec3 == false and dec4 ==true and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_7 == true or checker_71 == true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n MACD\n\n WAVE ")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec2 dec3 dec4
    if dec1 == false and dec2==true and dec3 == true and dec4==true and dec5== false
        if (checker_3 == true or checker_31==true) and (checker_5 == true or checker_51 == true) and (checker_7 == true or checker_71 == true) 
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n CORAL\n\n MACD")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec2 dec3 dec5
    if dec1 == false and dec2==true and dec3== true and dec4== false and dec5== true
        if (checker_3 == true or checker_31==true) and (checker_5 == true or checker_51 == true) and (checker_9 == true or checker_91==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n CORAL\n\n  WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
// dec2 dec4 dec5
    if dec1 == false and dec2==true and dec3== false and dec4== true and dec5== true
        if (checker_3 == true or checker_31==true) and (checker_7 == true or checker_71 == true) and (checker_9 == true or checker_91==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n MACD\n\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true            
// dec3 dec4 dec5
    if dec1 == false and dec2==false and dec3 == true and dec4 ==true and dec5== true
        if (checker_5 == true or checker_51==true) and (checker_7 == true or checker_71 == true) and (checker_9 == true or checker_91 == true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="CORAL\n MACD\n\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true
//=======================================================================4 SEÇENEK=======================================================================//
//dec1 dec2 dec3 dec4
    if dec1 == true and dec2==true and dec3 == true and dec4==true and dec5== false
        if (checker_1 == true or checker_11==true) and (checker_3 == true or checker_31 == true) and (checker_5 == true or checker_51 == true) and (checker_7 == true or checker_71 ==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n CORAL\n\n CORAL\n\n\n MACD")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true        
//dec1 dec3 dec4 dec5
    if dec1 == true and dec2==false and dec3 == true and dec4==true and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_5 == true or checker_51 == true) and (checker_7 == true or checker_71 == true) and (checker_9 == true or checker_91 ==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n CORAL\n\n MACD\n\n\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true 
//dec1 dec2 dec4 dec5
    if dec1 == true and dec2==true and dec3 == false and dec4==true and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_3 == true or checker_31 == true) and (checker_7 == true or checker_71 == true) and (checker_9 == true or checker_91 ==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n SSL\n\n MACD\n\n\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true 
//dec1 dec2 dec3 dec5
    if dec1 == true and dec2==true and dec3 == true and dec4==false and dec5== true
        if (checker_1 == true or checker_11==true) and (checker_3 == true or checker_31 == true) and (checker_5 == true or checker_51 == true) and (checker_9 == true or checker_91 ==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="HARSI\n SSL\n\n CORAL\n\n\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true 
//dec2 dec3 dec4 dec5
    if dec1 == false and dec2==true and dec3 == true and dec4==true and dec5== true 
        if (checker_3 == true or checker_31 == true) and (checker_5 == true or checker_51 == true) and (checker_7 == true or checker_71 ==true) and (checker_9 == true or checker_91==true)
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SSL\n CORAL\n\n MACD\n\n\n WAVE")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true 
//=======================================================================5 SEÇENEK=======================================================================//
//dec1 dec2 dec3 dec4 dec5
    if dec1 == true and dec2==true and dec3 == true and dec4==true and dec5== true 
        if (checker_1 == true or checker_11) and (checker_3 == true or checker_31 == true) and (checker_5 == true or checker_51 == true) and (checker_7 == true or checker_71 ==true) and (checker_9 == true or checker_91==true) 
            label.new(bar_index, low-ta.tr, color=color.green,style= label.style_label_up, size=size.small, text="SUPER BUY")
            strategy.entry("long", strategy.long)
            sell:= false
            buy:=true 
               
//=======================================================================SELL=======================================================================//
//=======================================================================TEK SEÇENEK=======================================================================//
if buy == true and sell==false
//dec1
    if dec1 == true and dec2==false and dec3== false and dec4==false and dec5==false
        if checker_2 or checker_21
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
//dec2
    if dec2 == true and dec1==false and dec3== false and dec4==false and dec5==false
        if checker_4 or checker_41
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false   
//dec3
    if dec3 == true and dec2==false and dec1== false and dec4==false and dec5==false
        if checker_6 or checker_61
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="CORAL")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec4    
    if dec4 == true and dec2==false and dec3== false and dec1==false and dec5==false
        if checker_8 or checker_81
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false     
//dec5    
    if dec5 == true and dec1==false and dec2== false and dec3==false and dec4==false
        if checker_10 or checker_101
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false   
//=======================================================================2 SEÇENEK=======================================================================//
//dec1-dec2
    if dec1 == true and dec2==true and dec3== false and dec4== false and dec5== false
        if (checker_2==true or checker_21==true) and (checker_4 or checker_41 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec1 dec3
    if dec1 == true and dec2==false and dec3== true and dec4== false and dec5== false
        if (checker_2 == true or checker_21==true) and (checker_6 == true or checker_61 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n CORAL")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec1 dec4
    if dec1 == true and dec2==false and dec3== false and dec4== true and dec5== false
        if (checker_2 == true or checker_21==true) and (checker_8 == true or checker_81 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec1 dec5
    if dec1 == true and dec2==false and dec3== false and dec4== false and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec2 dec3
    if dec1 == false and dec2==true and dec3== true and dec4== false and dec5== false
        if (checker_4 == true or checker_41==true) and (checker_6 == true or checker_61 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n CORAL")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec2 dec4
    if dec1 == false and dec2==true and dec3== false and dec4== true and dec5== false
        if (checker_4 == true or checker_41==true) and (checker_8 == true or checker_81 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec2 dec5
    if dec1 == false and dec2==true and dec3== false and dec4== false and dec5== true
        if (checker_4 == true or checker_41==true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
 //dec3 dec4
    if dec1 == false and dec2==false and dec3== true and dec4== true and dec5== false
        if (checker_6 == true or checker_61==true) and (checker_8 == true or checker_81 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="CORAL\n MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false   
//dec3 dec5
    if dec1 == false and dec2==false and dec3== true and dec4== false and dec5== true
        if (checker_6 == true or checker_61==true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="CORAL\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false             
//dec4 dec5
    if dec1 == false and dec2==false and dec3== false and dec4== true and dec5== true
        if (checker_8 == true or checker_81==true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="MACD\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false             
//=======================================================================3 SEÇENEK=======================================================================//
// dec1 dec2 dec3
    if dec1 == true and dec2==true and dec3 == true and dec4 ==false and dec5== false
        if (checker_2 == true or checker_21==true) and (checker_4 == true or checker_41 == true) and (checker_6 == true or checker_61 == true)
            label.new(bar_index, high+ta.tr/2, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n CORAL")
            strategy.entry("short", strategy.short)
            sell:= true
            buy := false
// dec1 dec2 dec4
    if dec1 == true and dec2==true and dec3 == false and dec4 ==true and dec5== false
        if (checker_2 == true or checker_21==true) and (checker_4 == true or checker_41 == true) and (checker_8 == true or checker_81 == true)
            label.new(bar_index, high+ta.tr/2, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy := false
// dec1 dec2 dec5
    if dec1 == true and dec2==true and dec3 == false and dec4 ==false and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_4 == true or checker_41 == true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr/2, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n MACD ")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
// dec1 dec3 dec4
    if dec1 == true and dec2==false and dec3 == true and dec4 ==true and dec5== false
        if (checker_2 == true or checker_21==true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n CORAL\n\n MACD ")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false  
// dec1 dec3 dec5
    if dec1 == true and dec2==false and dec3 == true and dec4 ==false and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_6 == true or checker_61 == true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n MACD ")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
// dec1 dec4 dec5
    if dec1 == true and dec2==false and dec3 == false and dec4 ==true and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_8 == true or checker_81 == true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n MACD\n\n WAVE ")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
// dec2 dec3 dec4
    if dec1 == false and dec2==true and dec3 == true and dec4==true and dec5== false
        if (checker_4 == true or checker_41==true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n CORAL\n\n MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
// dec2 dec3 dec5
    if dec1 == false and dec2==true and dec3== true and dec4== false and dec5== true
        if (checker_4 == true or checker_41==true) and (checker_6 == true or checker_61 == true) and (checker_10 == true or checker_101==true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n CORAL\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
// dec2 dec4 dec5
    if dec1 == false and dec2==true and dec3== false and dec4== true and dec5== true
        if (checker_4 == true or checker_41==true) and (checker_8 == true or checker_81 == true) and (checker_10 == true or checker_101==true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n CORAL\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
// dec3 dec4 dec5
    if dec1 == false and dec2==false and dec3 == true and dec4 ==true and dec5== true
        if (checker_6 == true or checker_61==true) and (checker_8 == true or checker_81 == true) and (checker_10 == true or checker_101 == true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="CORAL\n MACD\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
//=======================================================================4 SEÇENEK=======================================================================//
//dec1 dec2 dec3 dec4
    if dec1 == true and dec2==true and dec3 == true and dec4==true and dec5== false
        if (checker_2 == true or checker_21==true) and (checker_4 == true or checker_41 == true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 ==true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n CORAL\n\n\n MACD")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false        
//dec1 dec3 dec4 dec5
    if dec1 == true and dec2==false and dec3 == true and dec4==true and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 == true) and (checker_10 == true or checker_101 ==true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n CORAL\n\n MACD\n\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
//dec1 dec2 dec4 dec5
    if dec1 == true and dec2==true and dec3 == false and dec4==true and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_4 == true or checker_41 == true) and (checker_8 == true or checker_81 == true) and (checker_10 == true or checker_101 ==true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n MACD\n\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
//dec1 dec2 dec3 dec5
    if dec1 == true and dec2==true and dec3 == true and dec4==false and dec5== true
        if (checker_2 == true or checker_21==true) and (checker_4 == true or checker_41 == true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 ==true)
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="HARSI\n SSL\n\n CORAL\n\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false 
//dec2 dec3 dec4 dec5
    if dec1 == false and dec2==true and dec3 == true and dec4==true and dec5== true 
        if (checker_4 == true or checker_41 == true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 ==true) and (checker_10 == true or checker_101==true) 
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SSL\n CORAL\n\n MACD\n\n\n WAVE")
            strategy.entry("short", strategy.short)
            sell:= true
            buy:=false
//=======================================================================5 SEÇENEK=======================================================================//
//dec1 dec2 dec3 dec4 dec5
    if dec1 == true and dec2==true and dec3 == true and dec4==true and dec5== true 
        if (checker_2 == true or checker_21) and (checker_4 == true or checker_41 == true) and (checker_6 == true or checker_61 == true) and (checker_8 == true or checker_81 ==true) and (checker_10 == true or checker_101==true) 
            label.new(bar_index, high+ta.tr, color=color.red,style= label.style_label_down, size=size.small, text="SUPER SELL")
            strategy.entry("short", strategy.short)            
            sell:= true
            buy:=false