
SPARK戦略は,ダイナミックなポジション調整と二重指標の確認を組み合わせた量化取引戦略である.この戦略は,潜在的入場と出口を識別するためにSuperTrend指標と相対的に強い指数 ((RSI) を利用し,ダイナミックなポジション調整メカニズムを使用して資金配分を最適化します.この戦略は,柔軟なストップ&ロスの設定,最小取引頻度制御,方向性好みの選択などのカスタマイズ可能なパラメータも提供しています.
SPARK戦略の核心は,SuperTrend指標とRSI指標の組み合わせの適用である.SuperTrend指標は,クローズオフ価格とダイナミックサポートのレジスタンスポジションの関係を比較してトレンド方向を判断し,RSI指標は,市場の超買い超売り状態を識別するために使用される.SuperTrend指標とRSI指標が特定の条件を同時に満たしているときに,戦略は発動する.
戦略は,ダイナミックなポジション調整メカニズムを使用して,各取引の資金配分を最適化します. ポートフォリオのパーセントとレバレッジ率を設定することにより,戦略は,現在の市場状況と口座のバランスに基づいて,最適なポジションのサイズを自動的に計算できます. さらに,戦略は,固定パーセントまたはダイナミックな計算方法を選択できる柔軟なストップ・ロスの設定を提供します.
SPARK戦略は,スーパートレンドとRSI指標を組み合わせ,ダイナミックなポジション調整機構と柔軟なリスク管理ツールを採用することで,トレーダーに包括的な量化取引ソリューションを提供します.戦略にはいくつかのリスクがある可能性がありますが,継続的な最適化と改善により,SPARK戦略は,さまざまな市場条件下で安定したパフォーマンスを期待しています.
/*backtest
start: 2024-03-12 00:00:00
end: 2024-04-11 00:00:00
period: 2h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
//@version=4
strategy("SPARK", shorttitle="SPARK", overlay=true)
// Choose whether to activate the minimal bars in trade feature
minBarsEnabled = input(true, title="Activate Minimal Bars in Trade")
portfolioPercentage = input(10, title="Portfolio Percentage", minval=1, maxval=100)
// Leverage Input
leverage = input(1, title="Leverage", minval=1)
// Calculate position size according to portfolio percentage and leverage
positionSizePercent = portfolioPercentage / 100 * leverage
positionSize = (strategy.initial_capital / close) * positionSizePercent
// Take Profit and Stop Loss settings
useFixedTPSL = input(1, title="Use Fixed TP/SL", options=[1, 0])
tp_sl_step = 0.1
fixedTP = input(2.0, title="Fixed Take Profit (%)", step=tp_sl_step)
fixedSL = input(1.0, title="Fixed Stop Loss (%)", step=tp_sl_step)
// Calculate Take Profit and Stop Loss Levels
takeProfitLong = close * (1 + fixedTP / 100)
takeProfitShort = close * (1 - fixedTP / 100)
stopLossLong = close * (1 - fixedSL / 100)
stopLossShort = close * (1 + fixedSL / 100)
// Plot TP and SL levels on the chart
plotshape(series=takeProfitLong, title="Take Profit Long", color=color.green, style=shape.triangleup, location=location.abovebar)
plotshape(series=takeProfitShort, title="Take Profit Short", color=color.red, style=shape.triangledown, location=location.belowbar)
plotshape(series=stopLossLong, title="Stop Loss Long", color=color.red, style=shape.triangleup, location=location.abovebar)
plotshape(series=stopLossShort, title="Stop Loss Short", color=color.green, style=shape.triangledown, location=location.belowbar)
// Minimum Bars Between Trades Input
minBarsBetweenTrades = input(5, title="Minimum Bars Between Trades")
// Inputs for selecting trading direction
tradingDirection = input("Both", "Choose Trading Direction", options=["Long", "Short", "Both"])
// SuperTrend Function
trendFlow(src, atrLength, multiplier) =>
atr = atr(atrLength)
up = hl2 - (multiplier * atr)
dn = hl2 + (multiplier * atr)
trend = 1
trend := nz(trend[1], 1)
up := src > nz(up[1], 0) and src[1] > nz(up[1], 0) ? max(up, nz(up[1], 0)) : up
dn := src < nz(dn[1], 0) and src[1] < nz(dn[1], 0) ? min(dn, nz(dn[1], 0)) : dn
trend := src > nz(dn[1], 0) ? 1 : src < nz(up[1], 0)? -1 : nz(trend[1], 1)
[up, dn, trend]
// Inputs for SuperTrend settings
atrLength1 = input(7, title="ATR Length for Trend 1")
multiplier1 = input(4.0, title="Multiplier for Trend 1")
atrLength2 = input(14, title="ATR Length for Trend 2")
multiplier2 = input(3.618, title="Multiplier for Trend 2")
atrLength3 = input(21, title="ATR Length for Trend 3")
multiplier3 = input(3.5, title="Multiplier for Trend 3")
atrLength4 = input(28, title="ATR Length for Trend 4")
multiplier4 = input(3.382, title="Multiplier for Trend 4")
// Calculate SuperTrend
[up1, dn1, trend1] = trendFlow(close, atrLength1, multiplier1)
[up2, dn2, trend2] = trendFlow(close, atrLength2, multiplier2)
[up3, dn3, trend3] = trendFlow(close, atrLength3, multiplier3)
[up4, dn4, trend4] = trendFlow(close, atrLength4, multiplier4)
// Entry Conditions based on SuperTrend and Elliott Wave-like patterns
longCondition = trend1 == 1 and trend2 == 1 and trend3 == 1 and trend4 == 1
shortCondition = trend1 == -1 and trend2 == -1 and trend3 == -1 and trend4 == -1
// Calculate bars since last trade
barsSinceLastTrade = barssince(tradingDirection == "Long" ? longCondition : shortCondition)
// Strategy Entry logic based on selected trading direction and minimum bars between trades
if tradingDirection == "Long" or tradingDirection == "Both"
if longCondition and (not minBarsEnabled or barsSinceLastTrade >= minBarsBetweenTrades)
strategy.entry("Long", strategy.long, qty=positionSize)
strategy.exit("TP/SL Long", from_entry="Long", stop=stopLossLong, limit=takeProfitLong)
if tradingDirection == "Short" or tradingDirection == "Both"
if shortCondition and (not minBarsEnabled or barsSinceLastTrade >= minBarsBetweenTrades)
strategy.entry("Short", strategy.short, qty=positionSize)
strategy.exit("TP/SL Short", from_entry="Short", stop=stopLossShort, limit=takeProfitShort)
// Color bars based on position
var color barColor = na
barColor := strategy.position_size > 0 ? color.green : strategy.position_size < 0 ? color.red : na
// Plot colored bars
plotcandle(open, high, low, close, color=barColor)
// Plot moving averages
plot(sma(close, 50), color=color.blue)
plot(sma(close, 200), color=color.orange)
// More customizable trading bot - adding a new indicator
// This indicator is the RSI (Relative Strength Index)
// RSI Inputs
rsi_length = input(14, title="RSI Length")
rsi_oversold = input(30, title="RSI Oversold")
rsi_overbought = input(70, title="RSI Overbought")
// Calculate RSI
rsi = rsi(close, rsi_length)
// Plot RSI
plot(rsi, color=color.purple, title="RSI")
// Entry Conditions based on RSI
rsi_long_condition = rsi < rsi_oversold
rsi_short_condition = rsi > rsi_overbought
// Strategy Entry logic based on RSI
if tradingDirection == "Long" or tradingDirection == "Both"
if rsi_long_condition and (not minBarsEnabled or barsSinceLastTrade >= minBarsBetweenTrades)
strategy.entry("Long_RSI", strategy.long, qty=positionSize)
strategy.exit("TP/SL Long_RSI", from_entry="Long_RSI", stop=stopLossLong, limit=takeProfitLong)
if tradingDirection == "Short" or tradingDirection == "Both"
if rsi_short_condition and (not minBarsEnabled or barsSinceLastTrade >= minBarsBetweenTrades)
strategy.entry("Short_RSI", strategy.short, qty=positionSize)
strategy.exit("TP/SL Short_RSI", from_entry="Short_RSI", stop=stopLossShort, limit=takeProfitShort)