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Heiken Ashi Naive

Introduction

Heiken Ashi Naive is a MetaTrader Expert Advisor based on Heiken Ashi charting system through the platform's standard indicator by the same name. The employed trading system is naive in a way that it interprets only two latest Heiken Ashi candles and does not apply any complex pattern analysis. The only trick is that the Expert Advisor trades against the supposed trend direction, confirmed by current Heiken Ashi setup. Its biggest advantage is that it has no input parameters to optimize and curve-fit to the past data. Optional ATR-based position sizing is available for improved money management. There are two versions of the EA: a plain one and one with Z-Score optimization applied. The Expert Advisor (with and without Z-Score optimization) is available for both MT4 and MT5 versions of the platform.


Heiken Ashi

Heiken Ashi (or Heikin Ashi, from Japanese 平均足) is an alternative technique of representing the usual candlestick charts for the purpose of trading. Unlike with traditional Japanese candles, it is impossible to read the actual price levels (Open, High, Low and Close) on Heiken Ashi chart, but it is easier to spot trend developments and reversals. Rising Heiken Ashi candles are usually plotted as white ones, and the falling — as red ones. Similarly to the standard candles, Heiken Ashi show wicks. Neither direction of a candle, nor the length of its wicks point to actual price levels, but rather should be considered in relation to other Heiken Ashi candles in the close proximity.

The switch of colors means a change of trend: red to white — a bearish trend reversal, white to red — a bullish trend reversal. Increasing candle body length signals strengthening of trend. Decreasing — signals weakening. Lower wicks on white candles and upper wicks on red candles signal volatility and trend instability. Lack of such wicks indicates a definite and clear trend.


Calculation Rules

The following rules are used to calculate Heiken Ashi candle levels:

HA_Open = (previous HA_Open + previous HA_Close) / 2 HA_Low = minimum(Low, HA_Open, HA_Close) HA_High = maximum(High, HA_Open, HA_Close)

HA_Close = (Open + High + Low + Close) / 4

Where:

  • HA_Open, HA_High, HA_Low and HA_Close - Heiken Ashi candle levels.
  • Open, High, Low and Close - normal candle levels.

The levels of the initial HA candle are equal to respective levels of the original candle.


Heiken Ashi Chart

The chart that you see below demonstrates the Heiken Ashi candle technique, showing both trending and ranging periods. The initial uptrend (white) becomes weak with Heiken Ashi doji and turns red for four candles. Only one candle (second) in this downtrend qualifies for a strong bearish trend according to Heiken Ashi rules outlined above. The renewed bullish trend shows a period of weakness (short-bodied candles with downside wicks) but then returns to its strength. A small red correction goes rather deep and is signaled as such by the long-bodied candles without upper wicks. Without a clear reversal signal, a new upward trend ensues. It was followed by a plateau with a chaos of red/white colors, which ended in a long downward trend. A small correction consisting of five white with one red candle in a middle did not stop the whole trend going south till the end of the chart.

Naturally, such an indicator looks rather promising to traders who wish to trade on trends and their reversals.


Trading Strategy

Heiken Ashi Naive Expert Advisor uses a rather simple, yet not very obvious method to trade with Heiken Ashi candles.
The following entry signals are used:
  • Sell if the latest completed HA candle is bullish, its body is longer than previous candle's body, previous candle is also bullish, and latest candle has no lower wick.
  • Buy if the latest completed HA candle is bearish, its body is longer than previous candle's body, previous candle is also bearish, and latest candle has no upper wick.
  • If there exists an open position in an opposite direction when a signal arrives, the position is closed. If the existing position is in the same direction as the signal, the latter is ignored.
The following exit signals are used to close trades before a new entry signal arrives:
  • Exit short position if the latest completed HA candle is bearish, previous candle is also bearish, and the latest candle has no upper wick.
  • Exit long position if the latest completed HA candle is bullish, previous candle is also bullish, and the latest candle has no lower wick.
As you can see, the Expert Advisor uses the inverted logic in its trading strategy. It goes long when the Heiken Ashi system points at a rather strong bearish trend, and it goes short when it is a bullish rally according to Heiken Ashi. The trick here is that it tries to catch reversals as early as possible.

Trade Examples

The chart screenshot from the strategy backtest on EUR/JPY is shown below. There are six completed trades:
  • The first position is bearish (shown with a red arrow) and lasts for 8 candles until the new position is entered following bullish entry signal generation.
  • The second position is bullish (shown with a blue arrow) and is a big loser. The downtrend signaled by Heiken Ashi turns out to be a lasting one, so the Expert Advisor's system fails here.
  • The third position is a short-term bearish one (second red arrow). It lasts only 3 days and is quite profitable.
  • The fourth position is a short-term bullish one (second blue arrow) and is even more profitable.
  • The fifth position is another short-term sell (third red arrow). It is the most profitable trade of the six shown in these examples.
  • The sixth position is long (third blue arrow). It is very profitable and lasts long enough to live through several white candles, which fail to trigger exit conditions for the bullish trade.


Position Sizing

Heiken Ashi Naive Expert Advisor uses the same advanced position sizing system as the Ichimoku Chinkou Cross Expert Advisor. It is capable of both fixed position size and ATR-based fixed fractional position size.


Z-Score Optimization

The second version of this Expert Advisor has Z-Score optimization implemented in its algorithm. Z-Score optimization is based on the intrinsic parameter of some Forex strategies. Basically, Z-Score value tells us if there is any correlation between the trade outcomes of the given strategy. Large positive Z-score (like the one of Heiken Ashi Naive on EUR/JPY @ D1) means that the winning trade is likely to be followed by a losing one, and that the losing trade will probably be followed by a winning one. Large negative Z-score would mean that winning trades are often followed by more winning trades, while losing trades frequently follow the same losing trades. Obviously, such metric can be used to optimize a trading strategy or an Expert Advisor.

Heiken Ashi Naive with Z-score optimization stops trading following a profitable trade. It then switches to a virtual trading mode, where it calculates the trades, but does not actually send any orders to MetaTrader server. Once a losing virtual trade is encountered, the EA switches back to real trading mode and continues normal operation. This Expert Advisor is also capable of saving and loading all the virtual trading data from file, preventing Z-score optimization malfunction due to software or hardware failures.


Backtest Results

The backtest of the Heiken Ashi Naive Expert Advisor was performed on the period from 1 January, 2001 through 6 December, 2013 (almost 13 years) on the EUR/JPY D1 chart.

When fixed position volume of 0.1 standard lot has been used, the resulting net profit was $11,112 on $10,000 starting account balance with the maximum relative drawdown of 15.8%.

With ATR-based position sizing enabled (ATR period = 20; ATR multiplier = 1; 2% risk tolerance), the resulting net profit increased to $29,903 on the same $10,000 starting account balance, while the maximum relative drawdown increased to 39%.


Backtesting Z-Score Optimized EA

Z-Score optimized version of Heiken Ashi Naive Expert Advisor was backtested on the same data as the original version. The performance resulted in $8,119 profit and 9.11% relative drawdown for a fixed position size (0.1 standard lot). When using ATR-based position sizing, the EA has shown $15,002 with 20.9% drawdown.

As you can see, there is little point in using a Z-Score optimized version of this Expert Advisor unless you really need to obtain a lower drawdown value. Z-Score version makes only 109 trades compared to 349 trades of the original version. Another advantage of Z-Score version is the expected payoff of $74.49 vs. $31.84 per trade and the doubled Sharp ratio (0.31 vs. 0.14).


Input Parameters

  • Money Management:
  • Lots (default = 0.01) - basic lot size for fixed position sizing. Used when MM = false.
  • MM (default = false) - if true, ATR-based position sizing is enabled.
  • ATR_Period (default = 20) - the period of the ATR indicator, which is used for position size calculation. Works only if MM = true.
  • ATR_Multiplier (default = 1) - a value, by which the ATR indicator value will be multiplied. Works only if MM = true.
  • Risk (default = 2) - risk tolerance in percentage of account balance/equity. Works only if MM = true. This input parameter is ignored if UseMoneyInsteadOfPercentage is set to true.
  • FixedBalance (default = 0) - if set to non-zero value, it is used instead of account balance/equity for position size calculation. Works only if MM = true.
  • MoneyRisk (default = 0) - risk tolerance in account currency. Works only if MM = true. Requires UseMoneyInsteadOfPercentage to be set to true.
  • UseMoneyInsteadOfPercentage (default = false) - if true, position size is calculated based on risk amount given in account currency (MoneyRisk) instead of balance/equity percentage risk (Risk). Works only if MM = true.
  • UseEquityInsteadOfBalance (default = false) - if true, position size is calculated based on account equity instead of balance. Works only if MM = true. Ignored if UseMoneyInsteadOfPercentage = true.
  • LotDigits (default = 2) - number of decimal places allowed by your broker in order volume. For example, if your broker allows micro lots (0.01), then this parameter should be set to 2. If your broker allows only mini lots (0.1) this parameter should be set to 1. Required only if MM = true.
  • Miscellaneous:
  • OrderComment (default = "HAN") - the comment for positions opened by this EA.
  • Slippage (default = 100) - the acceptable price slippage in pips.
  • Magic (default = 152207122013) - the order magic number to filter positions opened by this EA. Used only in MT4.
  • Mute (default = false) - if true, EA will produce no output regarding virtual trading events. This input parameter is present only in Z-Score optimized version.
  • FileName (default = "HAN_vt.dat") - the name of the file used by the EA to store virtual trading data. This input parameter is present only in Z-Score optimized version.
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Vitali Vasilenka
Anger conquers fear from Thomas Shelby  LAST 3 OUT OF 10 COPIES AT $ 249 PRICE. The next price will be $ 449 For the EA to work correctly, use all the recommendations for trading. The Expert Advisor is designed for aggressive trading. The EA has built-in new methods for determining the direction of the trend. The Expert Advisor trades with a minimum profit using a system without loss, controlling every trade. Monitoring of real trading in my account -  https://www.mql5.com/en/users/vit
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Raphael Minato
R FACTOR Multi Strategy Expert Advisor with Proprietary Dynamic Portfolio Management System After 4 years of development and more than  3  years  of real positive results , R Factor is available for MQL5 community! It has always been important for us that the strategies performed positively for the creator before it could be shared.   Skin In The Game  is essential to demonstrate the belief in the strategy and also to provide a continuous improvement of it. Anyone who has been in this marke
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Profalgo Limited
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INREXEA LIMITED
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Pak Hong Poon
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Aliia Aleshkina
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Elizaveta Erokhina
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Antonis Michos
Monitoring HERE If you have bought ANY of my Products then you are ELIGIBLE TO JOIN the Private group !!! TELEGRAM group: send me message to add you to our community PRIVATE GROUP(unfortunately there are a lot of scammers to public ones...) Torpedo Gold is my new NEURAL network project using advanced parameters for finding entries such as distances,Candle sizes,candles formations,break outs in an advanced way etc. The EA runs in my Live Signal   along with Torpedo Forex .
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Daniel Stein
Get more information, like FAQs, backtest reports and tips for the right DST/GMT settings in  our SIEA FAQ Send a screenshot of your purchase, and you'll get the set files for   SIEA ZEN   and   SIEA MAX .  So you'll have  3 SIEAs in 1. MT4 can't execute multi-symbol strategies in its strategy tester. Please use the  SIEA MT5 versions  to run realistic real-tick multi-symbol backtest. The keys to success   in trading Forex are discipline, patience and a clear edge, as we have with our un
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Tom Seljakin
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Aura Gold EA
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Stanislav Tomilov
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TripleH
TripleH
INREXEA LIMITED
TripleH Price up : Due to coming version will be connected to my database . Price will be going up. Last 10 copies for this price , next price will be 2100 USD . Target back to 3888 . BackTest which can not see the full functions which all pairs are communicating among each others . Please watch signals : SignalMinitor   ::  Do not waste your time on Backtest New setup : MT5 version of TripleH :  https://www.mql5.com/zh/market/product/68650 Older version bug found : lower than 8.0 versio
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Adaptive Trend Hunter
Adaptive Trend Hunter
Andrii Holiev
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Viktar Rudabelets
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ForexNewsTrader
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Viktor Shpakovskiy
ForexNewsTrader Expert Advisor is intended for trading on news only. EA downloads the news calendar from site forexfactory.com. News appear on the chart in the form of text messages and vertical lines. When the price approaches this line, the adviser places pending orders for purchase and for sale. If the "Modify pending orders" function is enabled, orders will move behind the price (up and down) and stay at the set distance from the price, which will not allow the order to worked ahead of time,
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Sodobe Scalper
Sodobe Scalper
Nguyen Van Cho
Scalping solution provided by top 5% world Professional Traders,  verified for 20 years Very low risk No scam Never fired account => That's Sodobe Scalper The EA best works for   Gold XAUUSD  with default settings, broker Exness, pro account type to low spread .   And the target price will be: rent $90/month, buy $900 Scalping only on M1 time frame, always fixed Take Profit = 5 ATR, Stop Loss = 8 ATR and auto close when over buy/sell to get highest win rate and lowest drawdown. The average hold
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ATS Advisor
ATS Advisor
Ivan Bebikov
The MT5 version of the expert Advisor is here -  https://www.mql5.com/en/market/product/54481 (In MT5 and MT4 versions, there may be slight differences due to the implementation of the code on MT5) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Fully automatic adviser, with a system for recovering from losses. The strategy is based on the breakdown of significa
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TripleHHH
TripleHHH
INREXEA LIMITED
TripleH Price up : Due to coming version will be connected to my database . Price will be going up. Last 10 copies for this price , next price will be 2100 USD . Target back to 3888 . BackTest which can not see the full functions which all pairs are communicating among each others . Please watch signals : SignalMinitor   ::  Do not waste your time on Backtest New setup   Will soon upgrade to a non MQL version which connect to my database to get real data for users whom purchase from here on
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Wolf Stream
Wolf Stream
Vadym Nemo
Торговый робот Wolf Stream видит график так, как его видит человек. В этом его особенность, и в этом причина его стабильности. В алгоритме заложена стратегия, которую я применяю вручную на старших ТФ, но которую проблематично применить на младших ТФ, в связи с динамичным темпом развития событий на М1, М5, М15. Для того, чтобы увидеть корректный результат, необходимо проводить тест в режиме визуализации и не сворачивать график (при свернутом терминале визуализация отрабатывает неполноценно, соотв
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Version 2.0 2014.09.01
Modify some rules, reduce some unnecessary risks, but increased revenue.
Especially for the currency pair EURUSD, USDCHF, EURCHF and AUDNZD.
Of course also suitable for other currency pairs.