This strategy integrates Ichimoku Kinko Hyo indicator, daily breakout, Gaussian smoothed moving average, MACD and other technical indicators to determine trend direction and find reliable entry points.
Ichimoku Kinko Hyo judgment: Conversion Line crossover above Base Line is bullish signal.
Daily breakout judgment: Today’s close higher than yesterday’s close by certain threshold confirms bullish.
Gaussian smoothed MA judgment: Price crossover above MA is bullish.
MACD judgment: DIFF crossover above DEA is bullish.
Combining above factors to determine trend change and entry point.
Multiple indicators improve accuracy.
Intraday and multi-timeframe confirmations avoid false breakout.
Ichimoku Kinko Hyo reliably determines trend.
Gaussian smoothed MA has small lag.
MACD judges momentum change.
Multiple simultaneous conditions reduce chance of entries.
Wrong indicator parameters may generate wrong signals.
Intraday and multi-timeframe signals may conflict.
Fake breakouts still occur, incurring losses.
Possible solutions:
Adjust parameters to increase entries.
Optimize parameters for different products and timeframes.
Coordinate signals from different timeframes.
Use stop loss to limit losses.
Test different indicator combinations for better signals.
Add machine learning to improve judgements from more data.
Add trend detection to avoid counter-trend trades.
Optimize money management for robustness.
Optimize stop loss and take profit for profitability.
This strategy integrates multiple indicators to determine trend direction, and enters on high probability bullish signals verified across timeframes and indicators. It can be improved by adjusting parameters, optimizing indicator combinations and incorporating more data to integrate more signals while maintaining stability for more trading opportunities.
/*backtest
start: 2022-09-17 00:00:00
end: 2023-09-23 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
//@version=2
// Any timeFrame ok but good on 15 minute & 60 minute , Ichimoku + Daily-Candle_cross(DT) + HULL-MA_cross + MacD combination 420 special blend
strategy("Ichimoku + Daily-Candle_X + HULL-MA_X + MacD", shorttitle="٩(̾●̮̮̃̾•̃̾)۶", overlay=true, default_qty_type=strategy.percent_of_equity, max_bars_back=26, default_qty_value=100, calc_on_order_fills= true, calc_on_every_tick=true, pyramiding=0,precision=6)
keh=input(title="Double HullMA",defval=14, minval=1)
dt = input(defval=0.0010, title="Decision Threshold (0.001)", type=float, step=0.0001)
SL = input(defval=-500.00, title="Stop Loss in $", type=float, step=1)
TP = input(defval=25000.00, title="Target Point in $", type=float, step=1)
ot=1
p = input(7, minval=1, title="Length")
pi=3.1415926535
w=2*pi/p
beta = (1 - cos(w))/(pow(1.414,2.0/3) - 1)
alfa = -beta + sqrt(beta*beta + 2*beta)
ret1= pow(alfa,4)*close+4*(1-alfa)*nz(ret1[1])-6*pow(1-alfa,2)*nz(ret1[2])+4*pow(1-alfa,3)*nz(ret1[3])-pow(1-alfa,4)*nz(ret1[4])
ret2= pow(alfa,4)*close[1]+4*(1-alfa)*nz(ret1[1])-6*pow(1-alfa,2)*nz(ret1[2])+4*pow(1-alfa,3)*nz(ret1[3])-pow(1-alfa,4)*nz(ret1[4])
confidence=(security(syminfo.tickerid, 'D', close)-security(syminfo.tickerid, 'D', close[1]))/security(syminfo.tickerid, 'D', close[1])
conversionPeriods = input(9, minval=1, title="Conversion Line Periods")
basePeriods = input(26, minval=1, title="Base Line Periods")
laggingSpan2Periods = input(52, minval=1, title="Lagging Span 2 Periods")
displacement = input(26, minval=1, title="Displacement")
donchian(len) => avg(lowest(len), highest(len))
conversionLine = donchian(conversionPeriods)
baseLine = donchian(basePeriods)
leadLine1 = avg(conversionLine, baseLine)
leadLine2 = donchian(laggingSpan2Periods)
LS=close, offset = -displacement
MACD_Length = input(9)
MACD_fastLength = input(12)
MACD_slowLength = input(26)
MACD = ema(close, MACD_fastLength) - ema(close, MACD_slowLength)
aMACD = ema(MACD, MACD_Length)
closelong = ret1<ret2 and close<ret2 and confidence<dt or strategy.openprofit<SL or strategy.openprofit>TP
if (closelong)
strategy.close("Long")
longCondition = ret1>ret2 and strategy.opentrades<ot and confidence>dt and close>ret2 and leadLine1>leadLine2 and open<LS and MACD>aMACD
if (longCondition)
strategy.entry("Long",strategy.long)
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// <;;;;;;;; '-;;;;
//a1=plot(n1,color=c)
//a2=plot(n2,color=c)
//plot(cross(n1, n2) ? n1 : na, style = circles, color=b, linewidth = 4)
//plot(cross(n1, n2) ? n1 : na, style = line, color=d, linewidth = 4)
//plot(conversionLine, color=#0496ff, title="Conversion Line")
//plot(baseLine, color=#991515, title="Base Line")
//plot(close, offset = -displacement, color=#459915, title="Lagging Span")
//p1=plot (leadLine1, offset = displacement, color=green, title="Lead 1")
//p2=plot (leadLine2, offset = displacement, color=red, title="Lead 2")
//fill(p1, p2, color = leadLine1 > leadLine2 ? green : red)
// remove the "//" from before the plot script if want to see the indicators on chart