ملٹی انڈیکیٹر کمبی نیشن ٹرینڈ ریورسل اسٹریٹجی


تخلیق کی تاریخ: 2024-01-23 15:33:59 آخر میں ترمیم کریں: 2024-01-23 15:33:59
کاپی: 0 کلکس کی تعداد: 669
1
پر توجہ دیں
1617
پیروکار

ملٹی انڈیکیٹر کمبی نیشن ٹرینڈ ریورسل اسٹریٹجی

جائزہ

یہ ایک ایسی حکمت عملی ہے جس میں متعدد اشارے کا استعمال کیا جاتا ہے تاکہ قیمتوں کے رجحان کو تبدیل کرنے کی شناخت کی جاسکے۔ بنیادی خیال یہ ہے کہ کسی ایک اشارے کے لئے رجحان کو تبدیل کرنے کی شناخت کرنا مشکل ہے۔ لہذا ، متعدد اشارے کا انتخاب کریں جو ایک جیسے کام کرتے ہیں۔ جب متعدد اشارے ایک ہی سمت سگنل دیتے ہیں تو ، ہم اس بات کا اندازہ لگاسکتے ہیں کہ رجحان میں ردوبدل کا امکان زیادہ ہے ، اور اس طرح تجارت کی کارروائی کی جاسکتی ہے۔

حکمت عملی کا اصول

اس حکمت عملی میں پانچ مختلف اشارے کا انتخاب کیا گیا ہے جو مجموعی طور پر استعمال ہوتے ہیں ، ان پانچ اشاروں میں قیمتوں کے رجحانات کا تعین کرنے کا کام ہوتا ہے۔ یہ پانچ اشارے یہ ہیں:

  1. کورل ٹرینڈ انڈیکیٹر: قیمتوں کے رجحانات کا تعین کرنے کے لئے ٹرپل یا اس سے زیادہ درجے کے انڈیکس ہموار منتقل اوسط کا مجموعہ
  2. ایس ایس ایل چینل: قیمتوں کے چینلز اور رجحانات کا اندازہ لگانے کے لئے موبائل اوسط کا استعمال کریں
  3. Heikin Ashi RSI: ایک دن کی اوسط لائن کے ساتھ زر مبادلہ کے اشارے کا استعمال کرتے ہوئے رجحانات کا اندازہ لگانا
  4. MACD DEMA: ڈبل اشاریہ منتقل اوسط اور MACD جوڑی کا فیصلہ رجحان
  5. WaveTrend Oscillator: قیمت چینل کی بنیاد پر رجحانات کا تعین کرنا

حکمت عملی کا ٹریڈنگ منطق یہ ہے کہ مندرجہ بالا 5 اشارے میں سے ، ایک یا زیادہ اشارے کو جوڑنے کے لئے آزادانہ طور پر منتخب کیا جاسکتا ہے۔ جب منتخب کردہ متعدد اشارے بیک وقت خرید / فروخت کے سگنل دیتے ہیں تو ، ہم اسی بار میں پوزیشن کھولتے ہیں اور زیادہ / کم کرتے ہیں۔

مثال کے طور پر ، اگر ہم نے 2 اشارے منتخب کیے ہیں: کورل ٹرینڈ اور ایس ایس ایل چینل۔ ہم صرف اس وقت زیادہ کرتے ہیں جب وہ دونوں بیک وقت خریدنے کا اشارہ دیتے ہیں۔ ہم صرف اس وقت صفر کرتے ہیں جب وہ دونوں بیک وقت بیچنے کا اشارہ دیتے ہیں۔

اس طرح ، متعدد اشارے کے مجموعے کی توثیق سے ، تجارتی سگنل کی وشوسنییتا میں نمایاں اضافہ ہوسکتا ہے ، اور کسی ایک اشارے کی غلط فہمی سے بچا جاسکتا ہے۔

اسٹریٹجک فوائد

  1. ایک سے زیادہ اشارے کے مجموعے کا استعمال کرتے ہوئے ، رجحان کے الٹ جانے کے اعلی امکانات کی نشاندہی کی جاسکتی ہے ، جس سے تجارت کی کامیابی میں اضافہ ہوتا ہے
  2. سگنل کو زیادہ جامع اور درست بنانے کے لئے مختلف اشارے استعمال کیے جاتے ہیں
  3. 1 سے 5 اشارے کے لئے منتخب کیا جا سکتا ہے کے لئے مجموعہ، مجموعہ لچکدار
  4. مختلف اشارے کے لئے تفصیلی پیرامیٹرز کی ترتیبات فراہم کریں ، جو مختلف مارکیٹوں کے لئے بہتر ہوسکتی ہیں
  5. خرید و فروخت کے مقامات کی شناخت کے لئے حساسیت کو ایڈجسٹ کرنے کے لئے ریورس ونڈو پیرامیٹرز کی فراہمی

اسٹریٹجک خطرات اور حل

  1. ایک ہی اشارے کے ذریعہ گمراہ کرنے کا خطرہ

    • حل: ایک سے زیادہ اشارے کا استعمال کرتے ہوئے ایک مجموعہ کی توثیق
  2. پیرامیٹرز کی غلط ترتیب سے زیادہ حساس یا زیادہ سست ہوسکتا ہے

    • حل: بار بار ٹیسٹ اور مختلف سائیکلوں اور اقسام کے مطابق اصلاحی پیرامیٹرز
  3. انڈیکس کے درمیان کچھ تاخیر

    • حل: ایک مناسب نظر ثانی وقت ونڈو قائم کریں

حکمت عملی کی اصلاح کی سمت

  1. مزید اقسام کے رجحانات کا اندازہ لگانے والے اشارے کی جانچ کرنا ، اشارے کے تالاب کو بڑھانا ، پورٹ فولیو کو بہتر بنانا
  2. مشین لرننگ الگورتھم کو شامل کریں اور بہترین پیمائش کا مجموعہ خود بخود شناخت کریں
  3. پیرامیٹرز کو متحرک طور پر ایڈجسٹ کرنے کے لئے ماڈیول کو بہتر بنانے کے لئے پیرامیٹرز شامل کریں
  4. رجحانات کو تبدیل کرنے کے لئے جذباتی، بنیادی اور دیگر شناخت کے اشارے شامل ہیں.
  5. تجارت کے خطرے کو کنٹرول کرنے کے لئے ایک مقداری خطرے کے انتظام کے ماڈل کی ترقی

خلاصہ کریں۔

یہ حکمت عملی مجموعی طور پر ایک قابل اعتماد رجحان الٹ ٹریڈنگ حکمت عملی کا مظاہرہ کرتی ہے۔ اس کا نظریہ جو متعدد اشارے کے مجموعے کی توثیق کا استعمال کرتا ہے ، اس میں مضبوط عالمگیریت ہے ، اس میں بہت اچھی توسیع کی جاسکتی ہے۔ اگر اس کو مزید بہتر بنایا جائے تو ، مشین لرننگ اور پیرامیٹر متحرک اصلاح جیسی ٹیکنالوجیز کے ساتھ مل کر ، اس کا اثر مزید بڑھایا جاسکتا ہے ، جو گہری تحقیق اور اطلاق کے قابل ہے۔

حکمت عملی کا ماخذ کوڈ
/*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