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The tick is the heartbeat of a currency market robot. When you place an order through such a platform, you buy or sell a certain volume of a certain currency. You also set stop-loss and take-profit limits.

Forex Algorithmic Trading: A Practical Tale for Engineers

The stop-loss limit is the maximum amount of pips price variations that you can afford to lose before giving up on a trade. Many come built-in to Meta Trader 4. However, the indicators that my client was interested in came from a custom trading system.


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They wanted to trade every time two of these custom indicators intersected, and only at a certain angle. The start function is the heart of every MQL4 program since it is executed every time the market moves ergo, this function will execute once per tick. For example, you could be operating on the H1 one hour timeframe, yet the start function would execute many thousands of times per timeframe.

Once I built my algorithmic trading system, I wanted to know: 1 if it was behaving appropriately, and 2 if the Forex trading strategy it used was any good. In other words, you test your system using the past as a proxy for the present. MT4 comes with an acceptable tool for backtesting a Forex trading strategy nowadays, there are more professional tools that offer greater functionality. To start, you setup your timeframes and run your program under a simulation; the tool will simulate each tick knowing that for each unit it should open at certain price, close at a certain price and, reach specified highs and lows.

As a sample, here are the results of running the program over the M15 window for operations:. This particular science is known as Parameter Optimization. I did some rough testing to try and infer the significance of the external parameters on the Return Ratio and came up with something like this:.

You may think as I did that you should use the Parameter A. Specifically, note the unpredictability of Parameter A: for small error values, its return changes dramatically. In other words, Parameter A is very likely to over-predict future results since any uncertainty, any shift at all will result in worse performance. But indeed, the future is uncertain! And so the return of Parameter A is also uncertain.

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The best choice, in fact, is to rely on unpredictability. Often, a parameter with a lower maximum return but superior predictability less fluctuation will be preferable to a parameter with high return but poor predictability.

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In turn, you must acknowledge this unpredictability in your Forex predictions. This does not necessarily mean we should use Parameter B, because even the lower returns of Parameter A performs better than Parameter B; this is just to show you that Optimizing Parameters can result in tests that overstate likely future results, and such thinking is not obvious. This is a subject that fascinates me. Building your own FX simulation system is an excellent option to learn more about Forex market trading, and the possibilities are endless.


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The Forex world can be overwhelming at times, but I hope that this write-up has given you some points on how to start on your own Forex trading strategy. Nowadays, there is a vast pool of tools to build, test, and improve Trading System Automations: Trading Blox for testing, NinjaTrader for trading, OCaml for programming, to name a few. Here are a few write-ups that I recommend for programmers and enthusiastic readers:. Forex or FX trading is buying and selling via currency pairs e. Forex brokers make money through commissions and fees.

Forex traders make or lose money based on their timing: If they're able to sell high enough compared to when they bought, they can turn a profit. Full support is included to ensure that you have Forex Cyborg running correctly.

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I think that Forex Cyborg is the best forex robot that I have ever seen. Forex Cyborg is undoubtedly one of the most innovative multi-currency forex robots available. I am pleased to say with full confidence and backed by evidence - The Cyborg real trading accounts are doing well. Forex Cyborg uses built in money management that you can set according to your needs. Two different preset-types are built-in in the EA.

There is no minimum trading account size or leverage required. Only trade with what you feel comfortable with as your capital is at risk when trading. Forex Cyborg is not cheap for a reason - we believe that the work put into developing and testing Forex Cyborg makes it one of the best forex robots commercially available. It is for professional traders who understand that forex trading is a business and want an automated trading solution.

Many hours of coding complex algorithms has been dedicated to developing Forex Cyborg. There are no additional or ongoing costs. Happy Easter from the Forex Cyborg Team! Forex Cyborg has a very good strategy. This is what I was looking for over 10 years. Trade 18 currency pairs at once on 15 minute charts! Forex Cyborg is a professional fully automated forex trading system for professional traders. It incorporates complex technical analysis, running on your MetaTrader 4 trading platform. Forex Cyborg can be traded on multiple currency pairs with the default settings. You can adjust the lot size or risk per trade to an amount that is suitable for you.