1. বর্গক্ষেত্র
2. চলমান গড় ক্রসওভার কৌশল

চলমান গড় ক্রসওভার কৌশল

লেখক:চাওঝাং, তারিখ: ২০২৩-১০-০৯ ১৭ঃ৩৩ঃ২৩
ট্যাগঃ

---

---

/*backtest
start: 2023-09-08 00:00:00
end: 2023-10-08 00:00:00
period: 3h
basePeriod: 15m
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: Moving Average Crossover Strategy", overlay=true)

LongShort = input(title="Long Only or Short Only or Both?", type=input.string, defval="Both", options=["Both", "Long Only", "Short Only"])
MAs1 = input(title="Which Moving Average? (1)", type=input.string, defval="SMA", options=["SMA", "EMA", "WMA", "VWMA"])
MAs2 = input(title="Which Moving Average? (2)", type=input.string, defval="SMA", options=["SMA", "EMA", "WMA", "VWMA"])
MA1 = input(title="Moving Average Length 1", type = input.integer ,defval=10)
MAL2 = input(title="Moving Average Length 2", type = input.integer ,defval=20)
AboveBelow = input(title="Trend SMA Filter?", type=input.string, defval="Above", options=["Above", "Below", "Don't Include"])
TLen = input(title="Trend SMA Length", type = input.integer ,defval=200)


////////////////////////
///////LONG ONLY////////
////////////////////////

//ABOVE

if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),wma(close,MAL2)))    
   
    
///--///    

if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),wma(close,MAL2)))
  
    
///--///     
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),wma(close,MAL2))) 
 
    
///--///     
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),vwma(close,MAL2)))  

    
// BELOW

if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(sma(close,MA1),wma(close,MAL2)))    

    
///--///    

if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(ema(close,MA1),wma(close,MAL2)))
     
    
///--///     
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(vwma(close,MA1),wma(close,MAL2))) 
    
    
///--///     
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("LONG", when = crossunder(wma(close,MA1),vwma(close,MAL2)))  
    
    
// DONT INCLUDE

if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),sma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),ema(close,MAL2)) )
    strategy.close("LONG", when = crossunder(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),vwma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),wma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(sma(close,MA1),wma(close,MAL2)))    
   
    
///--///    

if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),sma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),ema(close,MAL2)) )
    strategy.close("LONG", when = crossunder(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),vwma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),wma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(ema(close,MA1),wma(close,MAL2)))
    
    
///--///     
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),vwma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),sma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),ema(close,MAL2)) )
    strategy.close("LONG", when = crossunder(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),wma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(vwma(close,MA1),wma(close,MAL2))) 
 
    
///--///     
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),wma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),sma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),ema(close,MAL2)) )
    strategy.close("LONG", when = crossunder(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Long Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),vwma(close,MAL2)) )
    strategy.close("LONG", when = crossunder(wma(close,MA1),vwma(close,MAL2)))  


////////////////////////
///////SHORT ONLY///////
////////////////////////

//ABOVE

if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),wma(close,MAL2)))    
  
    
///--///    

if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),wma(close,MAL2)))
  
    
///--///     
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),wma(close,MAL2))) 
   
    
///--///     
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),vwma(close,MAL2)))  
    
// BELOW

if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(sma(close,MA1),wma(close,MAL2)))    
 
    
///--///    

if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(ema(close,MA1),wma(close,MAL2)))
   
    
///--///     
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(vwma(close,MA1),wma(close,MAL2))) 
  
    
///--///     
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.close("SHORT", when = crossover(wma(close,MA1),vwma(close,MAL2)))  
    
// DONT INCLUDE

if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),sma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),ema(close,MAL2)) )
    strategy.close("SHORT", when = crossover(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),vwma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),wma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(sma(close,MA1),wma(close,MAL2)))    
  
    
///--///    

if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),sma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),ema(close,MAL2)) )
    strategy.close("SHORT", when = crossover(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),vwma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),wma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(ema(close,MA1),wma(close,MAL2)))
  
    
///--///     
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),vwma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),sma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),ema(close,MAL2)) )
    strategy.close("SHORT", when = crossover(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),wma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(vwma(close,MA1),wma(close,MAL2))) 
   
    
///--///     
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),wma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),sma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),ema(close,MAL2)) )
    strategy.close("SHORT", when = crossover(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Short Only" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),vwma(close,MAL2)) )
    strategy.close("SHORT", when = crossover(wma(close,MA1),vwma(close,MAL2)))  

    
////////////////////////
/////// BOTH ///////////
////////////////////////

//ABOVE

if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),wma(close,MAL2)))    
    
///--///    

if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),wma(close,MAL2)))
    
///--///     
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),wma(close,MAL2))) 
    
///--///     
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),wma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),sma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),ema(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Above" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),vwma(close,MAL2)) and close>sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),vwma(close,MAL2)))  
    
// BELOW

if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),wma(close,MAL2)))    
    
///--///    

if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),wma(close,MAL2)))
    
    
///--///     
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),wma(close,MAL2))) 
   
    
///--///     
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),wma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),sma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),ema(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Below" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),vwma(close,MAL2)) and close<sma(close,TLen))
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),vwma(close,MAL2)))  
    
    
// DONT INCLUDE

if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),sma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),ema(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),vwma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "SMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(sma(close,MA1),wma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(sma(close,MA1),wma(close,MAL2)))    
 
    
///--///    

if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),sma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),ema(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),vwma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "EMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(ema(close,MA1),wma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(ema(close,MA1),wma(close,MAL2)))
    
///--///     
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),vwma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),vwma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),sma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),ema(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "VWMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(vwma(close,MA1),wma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(vwma(close,MA1),wma(close,MAL2))) 
    
///--///     
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "WMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),wma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),wma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "SMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),sma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),sma(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "EMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),ema(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),ema(close,MAL2)))
    
if LongShort =="Both" and AboveBelow == "Don't Include" and MAs1 == "WMA" and MAs2 == "VWMA"
    strategy.entry("LONG", true, when = crossover(wma(close,MA1),vwma(close,MAL2)) )
    strategy.entry("SHORT", false, when = crossunder(wma(close,MA1),vwma(close,MAL2))) 

---

• ডাবল চ্যানেল রান্নাঘর - সম্পদ বৃদ্ধির উপর দৃষ্টি নিবদ্ধ করে অ্যালগরিদম ট্রেডিং কৌশল
• অভিযোজিত চলমান গড় কৌশল অনুসরণ করে প্রবণতা
• ভলিউম ফ্লো ইন্ডিকেটরের উপর ভিত্তি করে ট্রেন্ড অনুসরণকারী কৌশল
• বোলিংজার ব্যান্ড অস্কিলেটরের উপর ভিত্তি করে ট্রেন্ড অনুসরণকারী কৌশল
• এটিআর ভিত্তিক ডায়নামিক স্টপ লস কৌশল
• চলমান গড় ক্রসওভার কৌশল
• বিপরীতমুখী পূর্বাভাস এবং দোলক সংমিশ্রণ কৌশল
• স্টপ লস ম্যানেজমেন্ট কৌশল অনুসরণ করে প্রবণতা
• RSI ট্র্যাকিং ADX কৌশল
• ইম্পটেম রিভার্সাল ট্রেডিং কৌশল
• এটিআর ট্রেলিং স্টপস কৌশল
• ব্রেকআউট ডে ট্রেডিং কৌশল
• ডাবল মুভিং এভারেজ এবং এমএসিডি সংমিশ্রণ স্বল্পমেয়াদী ট্রেডিং কৌশল
• চলমান গড় ক্রসওভার মাল্টি টাইমফ্রেম কৌশল
• আরএসআই এবং ওটিটি ব্যান্ডের কৌশল বিশ্লেষণ
• এলোমেলো হাঁটার কৌশল
• মুভিং এভারেজ ট্রেডিং কৌশল
• VSTOP এবং RSI ট্রেডিং কৌশল
• ডুয়াল আর সূচক কৌশল
• RSI এবং SMA সংমিশ্রণ ট্রেডিং কৌশল