该策略是一个结合了加速震荡指标(AC)和随机指标(Stochastic)的量化交易系统。它通过识别价格与技术指标之间的背离来捕捉市场动量的转变,从而预测潜在的趋势反转。该策略还整合了均线(SMA)和相对强弱指标(RSI)来增强信号的可靠性,并设置了固定的止盈止损来控制风险。
策略的核心逻辑基于多重技术指标的协同配合。首先计算加速震荡指标(AC),它是通过价格中值的5周期和34周期均线之差,再减去其N周期均线得到。同时计算随机指标的K值和D值,用于确认背离信号。当价格创新低而AC指标走高时,形成看涨背离;当价格创新高而AC指标走低时,形成看跌背离。策略还引入了RSI作为辅助确认指标,通过多重指标的交叉验证来提高信号的准确性。
这是一个融合多重技术指标的量化交易策略,通过背离信号来捕捉市场转折点。策略的优势在于多重指标的交叉验证和完善的风险控制系统,但也需要注意假突破和参数优化等问题。通过持续优化和改进,该策略有望在不同市场环境下保持稳定的表现。
/*backtest
start: 2019-12-23 08:00:00
end: 2024-12-09 08:00:00
period: 1d
basePeriod: 1d
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
// This Pine Script™ code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © JayQwae
//@version=5
strategy("Enhanced AC Divergence Strategy with Stochastic Divergence", overlay=true)
// Input settings
tp_pips = input.float(0.0020, "Take Profit (in price)", step=0.0001)
sl_pips = input.float(0.0040, "Stop Loss (in price)", step=0.0001) // 40 pips
ac_length = input.int(5, "AC Length")
rsi_length = input.int(14, "RSI Length")
stoch_k = input.int(14, "Stochastic K Length")
stoch_d = input.int(3, "Stochastic D Smoothing")
stoch_ob = input.float(80, "Stochastic Overbought Level")
stoch_os = input.float(20, "Stochastic Oversold Level")
// Accelerator Oscillator Calculation
high_low_mid = (high + low) / 2
ao = ta.sma(high_low_mid, 5) - ta.sma(high_low_mid, 34)
ac = ao - ta.sma(ao, ac_length)
// RSI Calculation
rsi = ta.rsi(close, rsi_length)
// Stochastic Oscillator Calculation
k = ta.sma(ta.stoch(close, high, low, stoch_k), stoch_d)
d = ta.sma(k, stoch_d)
// Stochastic Divergence Detection
stoch_bull_div = ta.lowest(close, 5) < ta.lowest(close[1], 5) and ta.lowest(k, 5) > ta.lowest(k[1], 5)
stoch_bear_div = ta.highest(close, 5) > ta.highest(close[1], 5) and ta.highest(k, 5) < ta.highest(k[1], 5)
// Main Divergence Detection
bullish_div = ta.lowest(close, 5) < ta.lowest(close[1], 5) and ac > ac[1] and stoch_bull_div
bearish_div = ta.highest(close, 5) > ta.highest(close[1], 5) and ac < ac[1] and stoch_bear_div
// Plot divergences
plotshape(bullish_div, title="Bullish Divergence", location=location.belowbar, color=color.green, style=shape.triangleup, size=size.small)
plotshape(bearish_div, title="Bearish Divergence", location=location.abovebar, color=color.red, style=shape.triangledown, size=size.small)
// Strategy rules
if (bullish_div)
strategy.entry("Buy", strategy.long)
strategy.exit("Take Profit/Stop Loss", "Buy", limit=close + tp_pips, stop=close - sl_pips)
if (bearish_div)
strategy.entry("Sell", strategy.short)
strategy.exit("Take Profit/Stop Loss", "Sell", limit=close - tp_pips, stop=close + sl_pips)
// Alerts
if (bullish_div)
alert("Bullish Divergence detected! Potential Buy Opportunity", alert.freq_once_per_bar)
if (bearish_div)
alert("Bearish Divergence detected! Potential Sell Opportunity", alert.freq_once_per_bar)