Стратегия Ichimoku Cloud Nine, ориентированная на торговлю

Автор:Чао Чжан, Дата: 2024-02-19 11:35:05
Тэги:

Обзор

Стратегия Ichimoku Cloud Nine построена на индикаторе Ichimoku Cloud в сочетании с использованием фракталов Уильямса.

Логика стратегии

Стратегия в основном использует следующие сигналы Ichimoku для вступления в сделки:

Kumo Breakout: генерирует сигнал, когда цена закрывается выше или ниже облака
TK Cross: генерирует сигнал, когда Тенкан пересекает Киджун
Kumo Twist: генерирует сигнал, когда Senkou Span A пересекает Senkou Span B
Edge to Edge: генерирует сигнал, когда цена входит в обе стороны облака

Стратегия будет выходить из торгов в следующих ситуациях:

Закрытие цены в облаке
TK Пересечь в противоположном направлении
Нарушение фрактала Уильямса в обратном направлении

Стратегия сочетает в себе несколько сигналов Ичимоку для повышения надежности, используя фракталы в качестве стоп-лосса для контроля риска.

Преимущества

По сравнению со стратегией одного сигнала, эта стратегия фильтрует сигналы через несколько сигналов Ичимоку, улучшая точность.

Использование фракталов в качестве стоп-лосса активно контролирует риск и блокирует прибыль.

Риски

Основные риски:

Отстающая природа облака Ичимоку
Многочисленные сигналы могут быть слишком консервативными, чтобы упустить возможности.
Фрактальная остановка может быть удалена.

Уменьшения: корректировка параметров или удаление некоторых сигналов.

Возможности для расширения

Основные направления оптимизации:

Настройка параметров Ichimoku для различных продуктов
Удалить некоторые сигналы, сохранить основные правила
Настройка фрактальных параметров для использования более высоких временных рамок или только частичного остановки
Добавьте другие показатели, такие как объем

Заключение

Стратегия Ichimoku Cloud Nine улучшает торговлю Ichimoku путем сочетания сигналов для повышения точности и показателя выигрыша. Использование фракталов управляет рисками. Параметры и сигналы могут быть оптимизированы для автоматической торговли на разных продуктах.

/*backtest
start: 2024-01-19 00:00:00
end: 2024-02-18 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=5
strategy("Ichimoku Cloud Nine", shorttitle="Ichimoku Cloud Nine", overlay=true, calc_on_every_tick = true, calc_on_order_fills = false, initial_capital = 5000, currency = "USD", default_qty_type = "percent_of_equity", default_qty_value = 10, pyramiding = 3, process_orders_on_close = true)

color green = #459915
color red = #991515

// --------
// Fractals
// --------

// Define "n" as the number of periods and keep a minimum value of 2 for error handling.
close_on_fractal = input.bool(false, title="Use William Fractals for SL?", group = "Fractals")
n = input.int(title="Periods", defval=2, minval=2, group = "Fractals")
fractal_close_percentage = input.int(100, minval=1, maxval=100, title="Position % to close on fractal breach", group = "Fractals")
selected_fractals_timeframe = input.timeframe('Current', "Timeframe", options=["Current", "1D", "12H", "8H", "4H", "1H"], group = "Fractals", tooltip = "Timeframe to use to look for fractals. Example: if 12H is selected, it will close positions when the last 12H fractal is breached.")

string fractals_timeframe = switch selected_fractals_timeframe
    "1D" => "1D"
    "12H" => "720"
    "8H" => "480"
    "4H" => "240"
    "1H" => "60"
    // Default used when the three first cases do not match.
    => ""

prev_high = request.security(syminfo.tickerid, fractals_timeframe, high)
prev_low = request.security(syminfo.tickerid, fractals_timeframe, low)

period_high=prev_high
period_low=prev_low

// UpFractal
bool upflagDownFrontier = true
bool upflagUpFrontier0 = true
bool upflagUpFrontier1 = true
bool upflagUpFrontier2 = true
bool upflagUpFrontier3 = true
bool upflagUpFrontier4 = true

for i = 1 to n
    upflagDownFrontier := upflagDownFrontier and (period_high[n-i] < period_high[n])
    upflagUpFrontier0 := upflagUpFrontier0 and (period_high[n+i] < period_high[n])
    upflagUpFrontier1 := upflagUpFrontier1 and (period_high[n+1] <= period_high[n] and period_high[n+i + 1] < period_high[n])
    upflagUpFrontier2 := upflagUpFrontier2 and (period_high[n+1] <= period_high[n] and period_high[n+2] <= period_high[n] and period_high[n+i + 2] < period_high[n])
    upflagUpFrontier3 := upflagUpFrontier3 and (period_high[n+1] <= period_high[n] and period_high[n+2] <= period_high[n] and period_high[n+3] <= period_high[n] and period_high[n+i + 3] < period_high[n])
    upflagUpFrontier4 := upflagUpFrontier4 and (period_high[n+1] <= period_high[n] and period_high[n+2] <= period_high[n] and period_high[n+3] <= period_high[n] and period_high[n+4] <= period_high[n] and period_high[n+i + 4] < period_high[n])
flagUpFrontier = upflagUpFrontier0 or upflagUpFrontier1 or upflagUpFrontier2 or upflagUpFrontier3 or upflagUpFrontier4

upFractal = (upflagDownFrontier and flagUpFrontier)

var float upFractalPrice = 0

if (upFractal)
    upFractalPrice := period_high[n]

// downFractal
bool downflagDownFrontier = true
bool downflagUpFrontier0 = true
bool downflagUpFrontier1 = true
bool downflagUpFrontier2 = true
bool downflagUpFrontier3 = true
bool downflagUpFrontier4 = true

for i = 1 to n
    downflagDownFrontier := downflagDownFrontier and (period_low[n-i] > period_low[n])
    downflagUpFrontier0 := downflagUpFrontier0 and (period_low[n+i] > period_low[n])
    downflagUpFrontier1 := downflagUpFrontier1 and (period_low[n+1] >= period_low[n] and period_low[n+i + 1] > period_low[n])
    downflagUpFrontier2 := downflagUpFrontier2 and (period_low[n+1] >= period_low[n] and period_low[n+2] >= period_low[n] and period_low[n+i + 2] > period_low[n])
    downflagUpFrontier3 := downflagUpFrontier3 and (period_low[n+1] >= period_low[n] and period_low[n+2] >= period_low[n] and period_low[n+3] >= period_low[n] and period_low[n+i + 3] > period_low[n])
    downflagUpFrontier4 := downflagUpFrontier4 and (period_low[n+1] >= period_low[n] and period_low[n+2] >= period_low[n] and period_low[n+3] >= period_low[n] and period_low[n+4] >= period_low[n] and period_low[n+i + 4] > period_low[n])
flagDownFrontier = downflagUpFrontier0 or downflagUpFrontier1 or downflagUpFrontier2 or downflagUpFrontier3 or downflagUpFrontier4

downFractal = (downflagDownFrontier and flagDownFrontier)

var float downFractalPrice = 0

if (downFractal)
    downFractalPrice := period_low[n]

plotshape(downFractal, style=shape.triangledown, location=location.belowbar, offset=-n, color=#F44336, size = size.auto)
plotshape(upFractal, style=shape.triangleup,   location=location.abovebar, offset=-n, color=#009688, size = size.auto)

// --------
// Ichimoku
// --------

previous_close = close[1]

conversionPeriods = input.int(20, minval=1, title="Conversion Line Periods", group = "Cloud Settings"),
basePeriods = input.int(60, minval=1, title="Base Line Periods", group = "Cloud Settings")
laggingSpan2Periods = input.int(120, minval=1, title="Lagging Span 2 Periods", group = "Cloud Settings"),
displacement = input.int(30, minval=1, title="Displacement", group = "Cloud Settings")


long_entry = input.bool(true, title="Longs", group = "Entries", tooltip = "Will look for longs")
short_entry = input.bool(true, title="Shorts", group = "Entries", tooltip = "Will look for shorts")
wait_for_twist = input.bool(true, title="Wait for kumo twist?", group = "Entries", tooltip = "Will wait for the Kumo to turn green (longs) or red (shorts)")
ignore_lagging_span = input.bool(true, title="Ignore Lagging Span Signal?", group = "Entries", tooltip = "Will not wait for lagging span to be above/below price and cloud")
bounce_entry = input.bool(true, title="Kijun Bounce", group = "Entries", tooltip = "Will enter position on a Kijun bounce")

e2e_entry = input.bool(true, title="Enable", group = "Edge 2 Edge", tooltip = "Will look for edge-to-edge trades")
e2e_entry_tk_confluence = input.bool(true, title="Require TK Confluence?", group = "Edge 2 Edge", tooltip = "Require confluent TK cross in order to enter an e2e trade")
min_cloud_thickness = input.float(10, minval=1, title="Minimun Cloud Thickness (%)", group = "Edge 2 Edge", tooltip = "Minimum cloud thickness for entering e2e trades")

donchian(len) => math.avg(ta.lowest(len), ta.highest(len))

tenkan = donchian(conversionPeriods)
kijun = donchian(basePeriods)
spanA = math.avg(tenkan, kijun)
spanB = donchian(laggingSpan2Periods)

plot(tenkan, color=#0496ff, title="Tenkan-Sen", linewidth = 2)
plot(kijun, color=red, title="Kijun-Sen", linewidth = 2)
plot(close, offset = -displacement, color=color.gray, title="Chikou Span")

p1 = plot(spanA, offset = displacement, color=green, title="Senkou Span A")
p2 = plot(spanB, offset = displacement, color=red, title="Senkou Span B")
fill(p1, p2, color = spanA > spanB ? color.new(green, 50) : color.new(red, 50))

cloud_high = math.max(spanA[displacement], spanB[displacement])
cloud_low = math.min(spanA[displacement], spanB[displacement])

lagging_span_above_price_and_cloud = (close > close[displacement] and close > cloud_high[displacement]) or ignore_lagging_span
lagging_span_below_price_and_cloud = (close < close[displacement] and close < cloud_low[displacement]) or ignore_lagging_span

step1=cloud_high-cloud_low
step2=(cloud_high+cloud_low)/2
cloud_thickness = (step1/step2)*100

// --------
// Trades
// --------

// LONGS
// kumo breakout
if (long_entry and ta.crossover(close, cloud_high) and tenkan > kijun and close > kijun and lagging_span_above_price_and_cloud and (not wait_for_twist or spanA > spanB))
    comment = "Long - Kumo Breakout"
    strategy.entry("Long", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

// tk cross above cloud
if (long_entry and close > cloud_high and ta.crossover(tenkan, kijun) and lagging_span_above_price_and_cloud and (not wait_for_twist or spanA > spanB))
    comment = "Long - TK Cross"
    strategy.entry("Long", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

// kumo twist
if (long_entry and close > cloud_high and tenkan > kijun and ta.crossover(spanA, spanB) and lagging_span_above_price_and_cloud)
    comment = "Long - Kumo Twist"
    strategy.entry("Long", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

// close inside cloud
if (ta.crossunder(close, cloud_high))
    comment = "Close Long - Close inside cloud"
    strategy.close("Long", comment = comment)
    alert(comment, alert.freq_once_per_bar)

// bearish tk cross
if (ta.crossunder(tenkan, kijun))
    comment = "Close Long - TK Cross"
    strategy.close("Long", comment = comment)
    alert(comment, alert.freq_once_per_bar)


if (close_on_fractal and ta.crossunder(low, downFractalPrice))
    comment = "Close Long - Fractal"
    strategy.close("Long", comment = comment, qty_percent = fractal_close_percentage)
    alert(comment, alert.freq_once_per_bar)


// SHORTS
// kumo breakout
if (short_entry and ta.crossunder(close, cloud_low) and tenkan < kijun and close < kijun and lagging_span_below_price_and_cloud and (not wait_for_twist or spanA < spanB))
    comment = "Short - Kumo Breakout"
    strategy.entry("Short", strategy.short, comment = comment)
    alert(comment, alert.freq_once_per_bar)

// tk cross below cloud
if (short_entry and close < cloud_low and ta.crossunder(tenkan, kijun) and lagging_span_below_price_and_cloud and (not wait_for_twist or spanA < spanB))
    comment = "Short - TK Cross"
    strategy.entry("Short", strategy.short, comment = comment)
    alert(comment, alert.freq_once_per_bar)

// kumo twist
if (short_entry and close < cloud_low and tenkan < kijun and lagging_span_below_price_and_cloud and ta.crossunder(spanA, spanB))
    comment = "Short - Kumo Twist"
    strategy.entry("Short", strategy.short, comment = comment)
    alert(comment, alert.freq_once_per_bar)

// close inside cloud
if (ta.crossover(close, cloud_low))
    comment = "Close Short - Close inside cloud"
    strategy.close("Short", comment = comment)
    alert(comment, alert.freq_once_per_bar)

// bullish tk cross
if (ta.crossover(tenkan, kijun))
    comment = "Close Short - TK Cross"
    strategy.close("Short", comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (close_on_fractal and ta.crossover(high, upFractalPrice))
    comment = "Close Short - Fractal"
    strategy.close("Short", comment = comment, qty_percent = fractal_close_percentage)
    alert(comment, alert.freq_once_per_bar)


// BULL EDGE TO EDGE
if (e2e_entry and e2e_entry_tk_confluence and ta.crossover(close, cloud_low) and tenkan > kijun and open > kijun and cloud_thickness > min_cloud_thickness)
    comment = "Long e2e"
    strategy.entry("Long e2e", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (e2e_entry and not e2e_entry_tk_confluence and ta.crossover(close, cloud_low) and open > kijun and cloud_thickness > min_cloud_thickness)
    comment = "Long e2e"
    strategy.entry("Long e2e", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (ta.cross(high, cloud_high))
    comment = "Close Long e2e - Target Hit"
    strategy.close("Long e2e", comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (ta.crossunder(close, cloud_low))
    comment = "Close Long e2e - Close below cloud"
    strategy.close("Long e2e", comment = comment)
    alert(comment, alert.freq_once_per_bar)
 
if (close_on_fractal and ta.crossunder(low, downFractalPrice))
    comment = "Close Long e2e - Fractal"
    strategy.close("Long e2e", comment = comment, qty_percent = fractal_close_percentage)
    alert(comment, alert.freq_once_per_bar)

// BEAR EDGE TO EDGE
if (e2e_entry and e2e_entry_tk_confluence and ta.crossunder(close, cloud_high) and tenkan < kijun and open < kijun and cloud_thickness > min_cloud_thickness)
    comment = "Short e2e"
    strategy.entry("Short e2e", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (e2e_entry and not e2e_entry_tk_confluence and ta.crossunder(close, cloud_high) and open < kijun and cloud_thickness > min_cloud_thickness)
    comment = "Short e2e"
    strategy.entry("Short e2e", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (ta.cross(low, cloud_low))
    comment = "Close Short e2e - Target Hit"
    strategy.close("Short e2e", comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (ta.crossover(close, cloud_high))
    comment = "Close Short e2e - Close below cloud"
    strategy.close("Short e2e", comment = comment)
    alert(comment, alert.freq_once_per_bar)
 
if (close_on_fractal and ta.crossover(high, upFractalPrice))
    comment = "Close Short e2e - Fractal"
    strategy.close("Short e2e", comment = comment, qty_percent = fractal_close_percentage)
    alert(comment, alert.freq_once_per_bar)

// Kijun Bounce
if (bounce_entry and long_entry and open > cloud_high and open > kijun and ta.crossunder(low, kijun) and close > kijun and tenkan > kijun and kijun > cloud_high and lagging_span_above_price_and_cloud)
    comment = "Long - Kijun Bounce"
    strategy.entry("Long", strategy.long, comment = comment)
    alert(comment, alert.freq_once_per_bar)

if (bounce_entry and short_entry and open < cloud_low and open < kijun and ta.crossover(high, kijun) and close < kijun and tenkan < kijun and kijun < cloud_low and lagging_span_below_price_and_cloud)
    comment = "Short - Kijun Bounce"
    strategy.entry("Short", strategy.short, comment = comment)
    alert(comment, alert.freq_once_per_bar)

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