وسائل لوڈ ہو رہے ہیں... لوڈنگ...

TD سیکوینشیل دو طرفہ S/R ٹریڈنگ حکمت عملی

مصنف:چاؤ ژانگ، تاریخ: 2024-02-06 12:13:22
ٹیگز:

img

جائزہ

یہ حکمت عملی قیمتوں کی لگاتار اوپر اور نیچے کی سلاخوں کو ٹریک کرکے سپورٹ اور مزاحمت کی سطح کی نشاندہی کرتی ہے ، اور طویل اور مختصر تجارتی حکمت عملیوں کی تعمیر کے لئے انٹری اور اسٹاپ نقصان سگنل کے طور پر چلتی اوسط کو جوڑتی ہے۔ حکمت عملی طویل اور مختصر ، یا صرف ایک طرف جاسکتی ہے۔

اصول

  1. S/R کی شناخت
    • جب اختتامی قیمت 4 دن کے لئے مسلسل 4 دن کے لئے 4 دن پہلے بند ہونے سے زیادہ ہے، تو نقطہ کو نیچے کی حمایت کے طور پر نشان زد کریں.
    • جب بند ہونے کی قیمت 4 دن کے لئے مسلسل 4 دن کے لئے بند ہونے سے کم ہے، تو نقطہ کو اوپر کی مزاحمت کے طور پر نشان زد کریں.
  2. سگنل کی پیداوار
    • ایک حمایت کی سطح کی نشاندہی کے بعد، اگر اپ بار شمار کی حد تک پہنچ جاتا ہے (ڈیفالٹ 9 دن) ، طویل سگنل پیدا
    • ایک مزاحمت کی سطح کی نشاندہی کے بعد، اگر نیچے بار گنتی کی حد تک پہنچ جاتا ہے (ڈیفالٹ 9 دن) ، مختصر سگنل پیدا
  3. ایم اے فلٹر اور سٹاپ نقصان
    • داخل ہونے پر ایم اے لائن کو عبور کرنے کی قیمت کی ضرورت ہے ، سگنل کو فلٹر کرنے کے لئے
    • داخلہ پر ایم اے لائن پر سٹاپ نقصان مقرر کریں

فوائد

  1. S/R پر مبنی فیصلہ نسبتاً قابل اعتماد ہے، مختصر مدت کے اتار چڑھاؤ سے آسانی سے گمراہ نہیں ہوتا
  2. ایم اے فلٹر کو یکجا کرنے سے غلط سگنل کم ہوسکتے ہیں
  3. فریکوئنسی اور منافع کے مواقع کو بہتر بنانے کے لئے دونوں طویل اور مختصر جاؤ
  4. پیرامیٹرز سایڈست، مختلف مصنوعات اور مارکیٹ کے حالات کے لئے بہتر کیا جا سکتا ہے

خطرات اور حل

  1. رجحان سازی کی مارکیٹوں میں مسلسل نقصانات کا سامنا کرنا پڑ سکتا ہے
    • تجارت کی تعدد کو کم کرنے کے لئے ایم اے کی مدت میں اضافہ
  2. S/R کے غلط فیصلے کا امکان
    • S/R کی نشاندہی کے لیے ٹھیک ٹیوننگ کی حدیں
  3. سٹاپ نقصان بہت اکثر whipsaw مارکیٹوں میں متحرک کیا جا سکتا ہے
    • سٹاپ نقصان کی حد میں نرمی
    • رجحان اشارے کا اضافہ کریں

اصلاح کی ہدایات

  1. مضبوطی کو بہتر بنانے کے لئے مزید تکنیکی اشارے شامل کریں
    • رجحان، رفتار وغیرہ
  2. ایس / آر کی نشاندہی کی منطق کو بہتر بنائیں
    • مختلف پیرامیٹرز کے ٹیسٹ کے اثرات
  3. مخصوص مصنوعات اور ٹائم فریم کے لئے پیرامیٹر ٹوننگ
    • سایڈست رینج مصنوعات کے درمیان مختلف ہوتی ہے
  4. موافقت پذیر سٹاپ نقصان کا طریقہ کار تیار کریں
    • مارکیٹ کی اتار چڑھاؤ کی بنیاد پر اسٹاپ نقصان کو متحرک طور پر ایڈجسٹ کریں

نتیجہ

یہ حکمت عملی نسبتا simple آسان اور قابل اعتماد ہے۔ ایس / آر کی سطحوں کی درست شناخت کرکے یہ قیمتوں میں الٹ جانے کے مواقع کو اعلی امکان کے ساتھ حاصل کرتا ہے۔ ایم اے کے ساتھ مل کر مناسب انٹری ٹائمنگ کو یقینی بناتا ہے اور پھندوں سے بچتا ہے۔ آخر میں ، سمت کا فیصلہ قدامت پسند لیکن موافقت پذیر ہے۔ صارفین اپنی مارکیٹ کی تفہیم کے مطابق پیرامیٹرز کو بہتر بنا سکتے ہیں اور اس سے بھی بہتر نتائج حاصل کرسکتے ہیں۔


/*backtest
start: 2023-01-30 00:00:00
end: 2024-02-05 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © GlobalMarketSignals

//@version=4
strategy("GMS: TD Sequential Strategy", overlay=true)

LongShort     = input(title="Long Only or Short Only or Both?", type=input.string, defval="Both", options=["Both", "Long Only", "Short Only"])
PriceFlipL    = input(title="TD Sequential Long Price Flip", type = input.integer ,defval=9)
PriceFlipS    = input(title="TD Sequential Short Price Flip", type = input.integer ,defval=9)
MAs1          = input(title="Long MA", type=input.string, defval="SMA", options=["SMA", "EMA", "VWMA"])
MAs2          = input(title="Short MA", type=input.string, defval="SMA", options=["SMA", "EMA", "VWMA"])
SMAlenL       = input(title="Long MA Exit Length", type = input.integer ,defval=10)
SMAlenS       = input(title="Short MA Exit Length", type = input.integer ,defval=10)
AboveBelowL   = input(title="Long Trend Filter?", type=input.string, defval="Above", options=["Above", "Below", "Don't Include"])
AboveBelowS   = input(title="Short Trend Filter?", type=input.string, defval="Below", options=["Above", "Below", "Don't Include"])
TLma          = input(title="Trend MA", type=input.string, defval="SMA", options=["SMA", "EMA", "VWMA"])
TrendLength   = input(title="Trend MA Length", type = input.integer ,defval=200)
PTbutton      = input(title="Profit Target On/Off", type=input.bool, defval=true)
ProfitTarget  = input(title="Profit Target %", type=input.float, defval=1, step=0.1, minval=0)
SLbutton      = input(title="Stop Loss On/Off", type=input.bool, defval=true)
StopLoss      = input(title="Stop Loss %", type=input.float, defval=-1, step=0.1, maxval=0)

//PROFIT TARGET & STOPLOSS

if PTbutton == true and SLbutton == true
    strategy.exit("EXIT", profit=((close*(ProfitTarget*0.01))/syminfo.mintick), loss=((close*(StopLoss*-0.01))/syminfo.mintick))
else
    if PTbutton == true and SLbutton == false
        strategy.exit("PT EXIT", profit=((close*(ProfitTarget*0.01))/syminfo.mintick))
    else
        if PTbutton == false and SLbutton == true
            strategy.exit("SL EXIT", loss=((close*(StopLoss*-0.01))/syminfo.mintick))
        else    
            strategy.cancel("PT EXIT")

// S/R Code By johan.gradin (lines 36-46)
// Buy setup//
priceflip1 = barssince(close>close[4])
buysetup = close<close[4] and priceflip1
buy = buysetup and barssince(priceflip1!=9)
buyovershoot = barssince(priceflip1!=13) and buysetup
// Sell Setup //
priceflip = barssince(close<close[4])
sellsetup = close>close[4] and priceflip
sell = sellsetup and barssince(priceflip!=9)
sellovershoot = sellsetup and barssince(priceflip!=13)


///////
/////// SMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))  

///////
/////// EMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS)) 



///////
/////// VWMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS)) 

    
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

///////
/////// SMA
///////


if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))  

///////
/////// EMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS)) 



///////
/////// VWMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS)) 

    
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

///////
/////// SMA
///////


if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))  

///////
/////// EMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS)) 



///////
/////// VWMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS)) 

    
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
    

مزید