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Strategi Hentian Kerugian ATR yang Sesuai

Penulis:ChaoZhang, Tarikh: 2023-09-13 15:48:32
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Strategi ini dinamakan Adaptive ATR Trailing Stop Loss Strategy. Ia menggunakan penunjuk ATR untuk menetapkan tahap stop loss, dan beralih dari stop ketat ke stop longgar selepas masuk untuk mengikuti trend sambil mengawal risiko.

Logiknya ialah:

  1. Mengira julat harga tertinggi dan terendah dalam tempoh tertentu sebagai isyarat kemasukan.

  2. Selepas masuk, hentian ATR yang lebih ketat digunakan pada mulanya, ditetapkan pada 1.5 kali nilai ATR, untuk mengehadkan kehilangan selepas masuk.

  3. Semasa memegang perdagangan, hentian ditukar kepada yang lebih longgar 4 kali ATR. Hentian mengekalkan harga tetapi membolehkan lebih banyak ruang untuk trend untuk meluas.

  4. Tahap hentian sentiasa mengesan harga terendah (dagang panjang) atau harga tertinggi (dagang pendek) dan menyesuaikan dengan turun naik harga, mencapai kesan hentian.

  5. Apabila harga jatuh di bawah paras berhenti (panjang) atau meningkat di atasnya (pendek), kerugian berhenti dicetuskan.

Kelebihan strategi ini adalah menggunakan mekanisme stop loss adaptif untuk memastikan kawalan risiko sambil mengelakkan hentian awal.

Kesimpulannya, hentian yang dinamis adalah cara penting untuk meningkatkan keuntungan. Aplikasi hentian kerugian yang fleksibel dapat lebih baik mengekalkan keuntungan trend dan mengawal risiko.


/*backtest
start: 2023-08-13 00:00:00
end: 2023-09-12 00:00:00
period: 1h
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/
//@version=4
//@author=Takazudo

strategy("ATR trailing SL tight to slack [Takazudo]",
  overlay=true,
  default_qty_type=strategy.fixed,
  initial_capital=0,
  currency=currency.USD)


posSize = strategy.position_size
hasNoPos = posSize == 0
hasLongPos = posSize > 0
hasShortPos = posSize < 0

//============================================================================
// consts, inputs
//============================================================================

// colors

var COLOR_SL_LINE = color.new(#e0f64d, 20)
var COLOR_SL_LINE_THIN = color.new(#e0f64d, 90)
var COLOR_ENTRY_BAND = color.new(#43A6F5, 30)
var COLOR_TRANSPARENT = color.new(#000000, 100)

// Entry strategy

_g1 = 'Entry strategy'
var config_entryBandBars = input(defval = 100, title = "Entry band bar count",  minval=1, group=_g1)

_g2 = 'ATR SL'
var config_slAtr_length = input(24, title = "Trailing stop ATR Length", group=_g2)
var config_slAtr_multi1 = input(1.5, title = "Trailing stop ATR Multiple on tight", type=input.float, step=0.1, group=_g2)
var config_slAtr_multi2 = input(4, title = "Trailing stop ATR Multiple on slack", type=input.float, step=0.1, group=_g2)

_g3 = 'Backtesting range'
var config_fromYear  = input(defval = 2016, title = "From Year",  minval = 1970, group=_g3)
var config_fromMonth = input(defval = 1,    title = "From Month", minval = 1, maxval = 12, group=_g3)
var config_fromDay   = input(defval = 1,    title = "From Day",   minval = 1, maxval = 31, group=_g3)
var config_toYear  = input(defval = 2021, title = "To Year",  minval = 1970, group=_g3)
var config_toMonth = input(defval = 4,    title = "To Month", minval = 1, maxval = 12, group=_g3)
var config_toDay   = input(defval = 5,    title = "To Day",   minval = 1, maxval = 31, group=_g3)

//============================================================================
// Range Edge calculation
//============================================================================

f_calcEntryBand_high() =>
    _highest = max(open[3], close[3])
    for i = 4 to (config_entryBandBars - 1)
        _highest := max(_highest, open[i], close[i])
    _highest

f_calcEntryBand_low() =>
    _lowest = min(open[3], close[3])
    for i = 4 to (config_entryBandBars - 1)
        _lowest := min(_lowest, open[i], close[i])
    _lowest

entryBand_high = f_calcEntryBand_high()
entryBand_low = f_calcEntryBand_low()
entryBand_height = entryBand_high - entryBand_low

plot(entryBand_high, color=COLOR_ENTRY_BAND, linewidth=1)
plot(entryBand_low, color=COLOR_ENTRY_BAND, linewidth=1)

rangeBreakDetected_long = entryBand_high < close
rangeBreakDetected_short = entryBand_low > close

shouldMakeEntryLong = (strategy.position_size == 0) and rangeBreakDetected_long
shouldMakeEntryShort = (strategy.position_size == 0) and rangeBreakDetected_short

//============================================================================
// ATR based stuff
//============================================================================

sl_atrHeight_tight = atr(config_slAtr_length) * config_slAtr_multi1
sl_atrHeight_slack = atr(config_slAtr_length) * config_slAtr_multi2

sl_tight_bull = min(open, close) - sl_atrHeight_tight
sl_tight_bear = max(open, close) + sl_atrHeight_tight
sl_slack_bull = min(open, close) - sl_atrHeight_slack
sl_slack_bear = max(open, close) + sl_atrHeight_slack

plot(sl_tight_bull, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)
plot(sl_tight_bear, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)
plot(sl_slack_bull, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)
plot(sl_slack_bear, color=COLOR_SL_LINE_THIN, transp=0, linewidth=1)

//============================================================================
// Sl
//============================================================================

var trailingSl_long = hl2
var trailingSl_short = hl2

trailingSl_long := if hasLongPos
    max(trailingSl_long, sl_slack_bull)
else
    sl_tight_bull

trailingSl_short := if hasShortPos
    min(trailingSl_short, sl_slack_bear)
else
    sl_tight_bear

color_sl_long = hasLongPos ? COLOR_SL_LINE : COLOR_TRANSPARENT
color_sl_short = hasShortPos ? COLOR_SL_LINE : COLOR_TRANSPARENT

plot(trailingSl_long, color=color_sl_long, transp=0, linewidth=2)
plot(trailingSl_short, color=color_sl_short, transp=0, linewidth=2)


//============================================================================
// make entries
//============================================================================

// Calculate start/end date and time condition
startDate  = timestamp(config_fromYear, config_fromMonth, config_fromDay, 00, 00)
finishDate = timestamp(config_toYear,   config_toMonth,   config_toDay,   00, 00)

if (true)
    if shouldMakeEntryLong
        strategy.entry(id="Long", long=true, stop=close)
    if shouldMakeEntryShort
        strategy.entry(id="Short", long=false, stop=close)

strategy.exit('Long-SL/TP', 'Long', stop=trailingSl_long)
strategy.exit('Short-SL/TP', 'Short', stop=trailingSl_short)


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