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Heiken Ashi and Ichimoku Kinko Hyo Trading Strategy

Author: ChaoZhang, Date: 2023-09-18 15:13:35
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Overview

This strategy combines Heiken Ashi and Ichimoku Kinko Hyo indicators to determine trend direction and follow the trend. Heiken Ashi smoothing reduces noise. Ichimoku uses multiple signals like conversion and base lines to assess trend strength. The combination improves strategy stability.

Strategy Logic

Calculate Heiken Ashi close price and plot Ichimoku indicators like conversion line, base line etc. Go long when close is higher than previous two days and above Ichimoku top edge and lagging line. Go short when close is lower than previous two days and below Ichimoku bottom edge and lagging line. Conversion and base line crosses also provide secondary signals.

Advantages

  • Heiken Ashi filters false breakouts improving signal quality
  • Ichimoku uses multiple validating signals
  • Lagging line avoids whipsaws ensuring profit taking
  • Following the trend leads to longer holding and bigger profits

Risks

  • Heiken Ashi smoothing cannot be perfectly optimized
  • Ichimoku parameters significantly impact results
  • Long holding risks increasing losses
  • Lower trade frequency unsuitable for short term

Risks can be controlled by adjusting smoothness, holding period, optimizing Ichimoku parameters etc.

Enhancements

  • Test different Heiken Ashi smoothing parameters
  • Optimize Ichimoku period parameters
  • Strategize re-entry rules after exit
  • Test robustness across different products

Conclusion

This strategy comprehensively uses multiple indicators to determine trend direction with controlled drawdowns. Performance can be further improved via tuning parameters etc.


/*backtest
start: 2023-08-18 00:00:00
end: 2023-09-17 00:00:00
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=3

strategy("Heiken Ashi + Ichimoku Kinko Hyo Strategy", shorttitle="HaI", overlay=true, default_qty_type=strategy.percent_of_equity, max_bars_back=1000, default_qty_value=100, calc_on_order_fills= true, calc_on_every_tick=true, pyramiding=0)

hahigh = security(heikinashi(syminfo.tickerid), timeframe.period, high)
halow = security(heikinashi(syminfo.tickerid), timeframe.period, low)

TenkanSenPeriods = input(9, minval=1, title="Tenkan Sen Periods")
KijunSenPeriods = input(24, minval=1, title="Kijun Sen Periods")
SenkouSpanBPeriods = input(51, minval=1, title="Senkou Span B Periods")
displacement = input(24, minval=1, title="Displacement")
donchian(len) => avg(lowest(len), highest(len))
TenkanSen = donchian(TenkanSenPeriods)
KijunSen = donchian(KijunSenPeriods)
SenkouSpanA = avg(TenkanSen, KijunSen)
SenkouSpanB = donchian(SenkouSpanBPeriods)
SenkouSpanH = max(SenkouSpanA[displacement - 1], SenkouSpanB[displacement - 1])
SenkouSpanL = min(SenkouSpanA[displacement - 1], SenkouSpanB[displacement - 1])
ChikouSpan = close[displacement-1]

plot(TenkanSen, color=blue, title="Tenkan Sen", linewidth = 2)
plot(KijunSen, color=maroon, title="Kijun Sen", linewidth = 3)
plot(close, offset = -displacement, color=orange, title="Chikou Span", linewidth = 2)
sa=plot (SenkouSpanA, offset = displacement, color=green,  title="Senkou Span A", linewidth = 2)
sb=plot (SenkouSpanB, offset = displacement, color=red,  title="Senkou Span B", linewidth = 3)
fill(sa, sb, color = SenkouSpanA > SenkouSpanB ? green : red)

longCondition = hahigh > max(hahigh[1],hahigh[2]) and close>ChikouSpan and close>SenkouSpanH and (TenkanSen>=KijunSen or close>KijunSen)
if (longCondition)
    strategy.entry("Long",strategy.long)

shortCondition = halow < min(halow[1],halow[2]) and close<ChikouSpan and close<SenkouSpanL and (TenkanSen<=KijunSen or close<KijunSen)
if (shortCondition)
    strategy.entry("Short",strategy.short)

closelong = halow < min(halow[1],halow[2]) and (TenkanSen<KijunSen or close<TenkanSen or close<KijunSen or close<SenkouSpanH or close<ChikouSpan)
if (closelong)
    strategy.close("Long")

closeshort = hahigh > max(hahigh[1],hahigh[2]) and (TenkanSen>KijunSen or close>TenkanSen or close>KijunSen or close>SenkouSpanL or close>ChikouSpan)
if (closeshort)
    strategy.close("Short")

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