Strategi Dagangan Crossover SMA Berganda


Tarikh penciptaan: 2023-11-21 12:26:53 Akhirnya diubah suai: 2023-11-21 12:26:53
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Strategi Dagangan Crossover SMA Berganda

Gambaran keseluruhan

Strategi ini berdasarkan kepada tanda silang dua garis rata-rata SMA untuk menentukan masuk dan keluar. Secara khusus, SMA jangka pendek adalah 14 kitaran dan SMA jangka panjang adalah 28 kitaran. Lihat lebih banyak masuk apabila memakai SMA jangka panjang pada SMA jangka pendek; lihat masuk dengan kosong apabila memakai SMA jangka panjang di bawah SMA jangka pendek.

Prinsip Strategi

  1. Parameter input

    • Tetapan garis rata: panjang kitaran untuk menetapkan garis pantas dan lambat
    • Stop Stop Loss: Tetapkan nisbah Stop Stop dan nisbah Stop Loss
    • Pengurusan dana: menetapkan dana awal, mod pembayaran, kadar pembayaran, dan sebagainya
  2. Pembolehubah

Beberapa pembolehubah tengah telah ditakrifkan untuk menyimpan harga hentian, harga hentian, jumlah kedudukan dan sebagainya. Ini dapat mengelakkan pengiraan berulang.

  1. Penghakiman isyarat

Melalui penyambungan SMA untuk menilai isyarat lebih dan lebih rendah.

  1. Peraturan kemasukan

Apabila anda melihat isyarat masuk, anda perlu menebus kedudukan terbalik sebelum ini dan kemudian membuat pesanan mengikut logik strategi.

  1. Peraturan permainan

Peraturan penangguhan dan penangguhan kerugian telah ditetapkan.

  1. Pengurusan wang

Menggunakan bilangan kedudukan untuk mengawal risiko kedudukan.

Kelebihan

  1. Operasi mudah dan mudah difahami

  2. Pengunduran boleh dikawal

  3. Parameter yang mudah dioptimumkan

Risiko dan penyelesaian

  1. Isyarat silang dua baris terlewat

Tempoh purata yang boleh dipotong, atau digabungkan dengan petunjuk lain

  1. Kemunculan gempa bumi di Malaysia

Anda boleh menghapuskan stop loss, atau menggunakan stop loss melengkung.

  1. Parameter yang tidak betul boleh meningkatkan kerugian

Parameter pengoptimuman perlu diukur semula

Optimum idea

  1. Kaedah penilaian dalam kombinasi dengan petunjuk lain

Contohnya MACD, KD dan lain-lain, untuk mengelakkan kelewatan isyarat linear

  1. Parameter purata optimum

Uji kombinasi lebih banyak parameter kitaran

  1. Uji strategi berhenti rugi yang berbeza

Ujian strategi seperti stop loss dengan nilai tetap, stop loss bergerak

ringkaskan

Strategi ini secara keseluruhannya mudah difahami, hasil pengesanan yang baik, operasi yang agak mudah, sesuai untuk digunakan oleh pedagang pemula. Tetapi masih ada ruang untuk pengoptimuman, disarankan untuk menggabungkan lebih banyak penilaian indikator dan strategi pengurusan wang, yang akan menjadikan strategi lebih mantap.

Kod sumber strategi
/*backtest
start: 2023-10-21 00:00:00
end: 2023-11-20 00:00:00
period: 4h
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/
// © BigJasTrades https://linktr.ee/bigjastrades 

// READ THIS BEFORE USE:
// This code is provided as an example strategy for educational purposes only.  It comes with NO warranty or claims of performance.
// It should be used as a basis for your own learning and development and to create your own strategies.
// It is NOT provided to enable you to profitably trade. 
// If you use this code or any part of it you agree that you have thoroughly tested it and determined that it is suitable for your own purposes prior to use.
// If you use this code or any part of it you agree that you accept all risk and you are responsibile for the results.

//@version=5
strategy(title = "Strategy Template", shorttitle = "ST v1.0", overlay = true, pyramiding = 1, initial_capital = 1000, commission_type = strategy.commission.percent, commission_value = 0.1, max_labels_count = 500)

//INPUTS
//indicator values
shortSMAlength              = input.int(defval = 14, title = "Short SMA Length", tooltip = "Set the length of the short simple moving average here.", minval = 1, step = 1, group = "Indicator Settings")
longSMAlength               = input.int(defval = 28, title = "Long SMA Length", tooltip = "Set the length of the long simple moving average here.", minval = 1, step = 1, group = "Indicator Settings")
//compounding
compoundingSelected         = input.bool(defval = true, title = "Compounding", tooltip = "Select this option if you want to compound your net profits.", group = "Compounding")
//take profit and stop loss
takeProfitSelected          = input.bool(defval = true, title = "Use Take Profit", tooltip = "Select this to enable take profits.", group = "Take Profit and Stop Loss")
takeProfitPercent           = input.float(defval = 1.0, title = "Take Profit %", tooltip = "Set the value of take profits here.", minval = 0.1, step = 0.1, group = "Take Profit and Stop Loss")
stopLossSelected            = input.bool(defval = true, title = "Use Stop Loss", tooltip = "Select this to enable stop losses.", group = "Take Profit and Stop Loss")
stopLossPercent             = input.float(defval = 1.0, title = "Take Profit %", tooltip = "Set the value of stop losses here.", minval = 0.1, step = 0.1, group = "Take Profit and Stop Loss")
//trading window
startDate                   = input(defval = timestamp("1 Jan 2023 00:00:00"), title = "Start Date", tooltip = "Use this to set the date and time when Viva will start placing trades.  Set this to a time just after the last candle when activating auto trading.", group = "TRADING WINDOW")
endDate                     = input(defval = timestamp("1 Jan 2030 00:00:00"), title = "End Date", tooltip = "Use this to set the date and time when Viva will stop placing trades.", group = "TRADING WINDOW")

//VARIABLES
var float tradingCapital    = na //trading capital is used to calculate position size based on the intitial capital and, if compounding is selected, also the net profit
var float positionSize      = na //position size is used to set the quantity of the asset you want to buy.  It is based on the initial capital and the net profit if compounding is selected.
var float takeProfitPrice   = na //this is used for take profit targets if selected
var float stopLossPrice     = na //this is used for stop loss if selected

inTradeWindow               = true
strategy.initial_capital = 50000
//COMPOUNDING
if compoundingSelected // set the tradingCapital available to the strategy based on wither Compounding has been selected or not.  This will be used to determine the position size.
    tradingCapital := strategy.initial_capital + strategy.netprofit
else
    tradingCapital := strategy.initial_capital

//ENTRY CONDITIONS
//replace these with your own conditions
longCondition = ta.crossover(source1 = ta.sma(source = close, length = shortSMAlength), source2 =  ta.sma(source = close, length =longSMAlength))
shortCondition = ta.crossunder(source1 = ta.sma(source = close, length = shortSMAlength), source2 = ta.sma(source = close, length = longSMAlength))

//EXIT CONDITIONS
//Exit conditions are based on stop loss, take profit and the opposite entry condition being present.  Stop Loss and Take Profit are contained in the strategy.exit code below and are based on the value assigned in the Inputs.


//ENTRY ORDERS
//Enter Long
if longCondition and inTradeWindow
    //close any prior short positions
    if strategy.position_size < 0 //if in a short position
        strategy.close_all(comment = "Buy to Close")
    //set position size
    positionSize := tradingCapital / close
    //enter long position
    strategy.entry(id = "Buy to Open", direction =  strategy.long, qty = positionSize)

//Enter Short
if shortCondition and inTradeWindow
    //close any prior long positions
    if strategy.position_size > 0 //if in a long position
        strategy.close_all(comment = "Sell to Close")
    //set position size
    positionSize := tradingCapital / close
    //enter short position
    strategy.entry(id = "Sell to Open", direction =  strategy.short, qty = positionSize)

//IN-ORDER MANAGEMENT
//placeholder - none used in this template


//EXIT ORDERS
//Stop Loss and Take Profit for Long Positions
if strategy.opentrades > 0 and strategy.position_size > 0 and (takeProfitSelected or stopLossSelected)   //if there is an open position and it is a long position and either a take profit or sto ploss is selected.
    if takeProfitSelected
        takeProfitPrice := strategy.position_avg_price * (1 + (takeProfitPercent / 100))
    else
        takeProfitPrice := na
    if stopLossSelected
        stopLossPrice := strategy.position_avg_price * (1 - (stopLossPercent / 100))
    else
        stopLossPrice := na
    strategy.exit(id = "Exit", from_entry = "Buy to Open", qty_percent = 100, profit = takeProfitPrice, loss = stopLossPrice, comment_profit = "Take Profit", comment_loss = "Stop Loss")

//Stop Loss and Take Profit for Short Positions
if strategy.opentrades > 0 and strategy.position_size < 0 and (takeProfitSelected or stopLossSelected)   //if there is an open position and it is a short position and either a take profit or sto ploss is selected.
    if takeProfitSelected
        takeProfitPrice := strategy.position_avg_price * (1 - (takeProfitPercent / 100))
    else
        takeProfitPrice := na
    if stopLossSelected
        stopLossPrice := strategy.position_avg_price * (1 + (stopLossPercent / 100))
    else
        stopLossPrice := na
    strategy.exit(id = "Exit", from_entry = "Buy to Open", qty_percent = 100, profit = takeProfitPrice, loss = stopLossPrice, comment_profit = "Take Profit", comment_loss = "Stop Loss")


//VISUALISATIONS
plot(series = ta.sma(source = close, length = shortSMAlength), title = "Short SMA", color = color.new(color = color.red, transp = 50), linewidth = 2)
plot(series = ta.sma(source = close, length = longSMAlength), title = "Long SMA", color = color.new(color = color.blue, transp = 50), linewidth = 2)

bgcolor(color = longCondition ? color.new(color = color.green, transp = 95) : na, title = "Long")
bgcolor(color = shortCondition ? color.new(color = color.red, transp = 95) : na, title = "Short")