8 minute read

Forex Algorithmic Trading: A Practical Tale for Engineers

Rogelio is a versatile and motivated full-stack engineer with 13+ years of work experience in many languages, frameworks, and platforms.

As you may know, the Foreign Exchange (Forex, or FX) market is used for trading between currency pairs. But you might not be aware that it’s the most liquid market in the world.

A few years ago, driven by my curiosity, I took my first steps into the world of Forex algorithmic trading by creating a demo account and playing out simulations (with fake money) on the Meta Trader 4 trading platform.

Forex cover illustration

After a week of ‘trading’, I’d almost doubled my money. Spurred on by my own successful algorithmic trading, I dug deeper and eventually signed up for a number of FX forums. Soon, I was spending hours reading about algorithmic trading systems (rule sets that determine whether you should buy or sell), custom indicators, market moods, and more.

My First Client

Around this time, coincidentally, I heard that someone was trying to find a software developer to automate a simple trading system. This was back in my college days when I was learning about concurrent programming in Java (threads, semaphores, and all that junk). I thought that this automated system this couldn’t be much more complicated than my advanced data science course work, so I inquired about the job and came on-board.

The client wanted algorithmic trading software built with MQL4, a functional programming language used by the Meta Trader 4 platform for performing stock-related actions.

MQL5 has since been released. As you might expect, it addresses some of MQL4's issues and comes with more built-in functions, which makes life easier.

The role of the trading platform (Meta Trader 4, in this case) is to provide a connection to a Forex broker. The broker then provides a platform with real-time information about the market and executes your buy/sell orders. For readers unfamiliar with Forex trading, here’s the information that is provided by the data feed:

This diagram demonstrates the data involved in Forex algorithmic trading.

Through Meta Trader 4, you can access all this data with internal functions, accessible in various timeframes: every minute (M1), every five minutes (M5), M15, M30, every hour (H1), H4, D1, W1, MN.

The movement of the Current Price is called a tick. In other words, a tick is a change in the Bid or Ask price for a currency pair. During active markets, there may be numerous ticks per second. During slow markets, there can be minutes without a tick. 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. The stop-loss limit is the maximum amount of pips (price variations) that you can afford to lose before giving up on a trade. The take-profit limit is the amount of pips that you’ll accumulate in your favor before cashing out.

If you want to learn more about the basics of trading (e.g., pips, order types, spread, slippage, market orders, and more), see here.

The client’s algorithmic trading specifications were simple: they wanted a Forex robot based on two indicators. For background, indicators are very helpful when trying to define a market state and make trading decisions, as they’re based on past data (e.g., highest price value in the last n days). Many come built-in to Meta Trader 4. However, the indicators that my client was interested in came from a custom trading system.

They wanted to trade every time two of these custom indicators intersected, and only at a certain angle.

This trading algorithm example demonstrates my client’s requirements.

Hands On

As I got my hands dirty, I learned that MQL4 programs have the following structure:

  • [Preprocessor Directives]
  • [External Parameters]
  • [Global Variables]
  • [Init Function]
  • [Deinit Function]
  • [Start Function]
  • [Custom Functions]

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). This is the case regardless of the timeframe you’re using. For example, you could be operating on the H1 (one hour) timeframe, yet the start function would execute many thousands of times per timeframe.

To work around this, I forced the function to execute once per period unit:

int start()
{  if(currentTimeStamp == Time[0]) return (0);
   currentTimeStamp  = Time[0];


Getting the values of the indicators:

// Loading the custom indicator
extern string indName = "SonicR Solid Dragon-Trend (White)";
double dragon_min;
double dragon_max;
double dragon;
double trend;
int start()
  // Updating the variables that hold indicator values

string actInfoIndicadores()
    dragon_max=iCustom(NULL, 0, indName, 0, 1);
    dragon_min=iCustom(NULL, 0, indName, 1, 1);
    dragon=iCustom(NULL, 0, indName, 4, 1);
    trend=iCustom(NULL, 0, indName, 5, 1);

The decision logic, including intersection of the indicators and their angles:

int start()
         if (dragon_min > trend && (ordAbierta== "OP_SELL" || primeraOP == true) && anguloCorrecto("BUY") == true && DiffPrecioActual("BUY")== true ) {
            primeraOP =  false;
            abrirOrden("OP_BUY", false);
         if (dragon_max < trend && (ordAbierta== "OP_BUY" || primeraOP == true) && anguloCorrecto("SELL") == true && DiffPrecioActual("SELL")== true ) {
            primeraOP = false;
            abrirOrden("OP_SELL", false);
           datetime ctm=OrderCloseTime();
           if (ctm>0) { 
          Print("OrderSelect failed error code is",GetLastError());

       if (ordAbierta == "OP_BUY"  && dragon_min <= trend  ) cerrarOrden(false);
       else if (ordAbierta == "OP_SELL" && dragon_max >= trend ) cerrarOrden(false);

Sending the orders:

void abrirOrden(string tipoOrden, bool log)
   double volumen = AccountBalance() * point; 
   double pip     = point * pipAPer;   
   double ticket  = 0;
   while( ticket <= 0)
   {  if (tipoOrden == "OP_BUY")   ticket=OrderSend(simbolo, OP_BUY,  volumen, Ask, 3, 0/*Bid - (point * 100)*/, Ask + (point * 50), "Orden Buy" , 16384, 0, Green);
      if (tipoOrden == "OP_SELL")  ticket=OrderSend(simbolo, OP_SELL, volumen, Bid, 3, 0/*Ask + (point * 100)*/, Bid - (point * 50), "Orden Sell", 16385, 0, Red);
      if (ticket<=0)               Print("Error abriendo orden de ", tipoOrden , " : ", ErrorDescription( GetLastError() ) ); 
   }  ordAbierta = tipoOrden;
   if (log==true) mostrarOrden();

If you’re interested, you can find the complete, runnable code on GitHub.


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.

Backtesting (sometimes written “back-testing”) is the process of testing a particular (automated or not) system under the events of the past. 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.

After comparing the actions of the program against historic prices, you’ll have a good sense for whether or not it’s executing correctly.

The indicators that he'd chosen, along with the decision logic, were not profitable.

From backtesting, I’d checked out the FX robot’s return ratio for some random time intervals; needless to say, I knew that my client wasn’t going to get rich with it—the indicators that he’d chosen, along with the decision logic, were not profitable. As a sample, here are the results of running the program over the M15 window for 164 operations:

These are the results of running the trading algorithm software program I’d developed.

Note that our balance (the blue line) finishes below its starting point.

One caveat: saying that a system is "profitable" or "unprofitable" isn't always genuine. Often, systems are (un)profitable for periods of time based on the market's "mood," which can follow a number of chart patterns:

A few trends in our algorithmic trading example.

Parameter Optimization, and its Lies

Although backtesting had made me wary of this FX robot’s usefulness, I was intrigued when I started playing around with its external parameters and noticed big differences in the overall Return Ratio. 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:

One aspect of a Forex algorithm is Return Ratio.

Or, cleaned up:

The algorithmic trading Return Ratio could look like this when cleaned up.

You may think (as I did) that you should use the Parameter A. But the decision isn’t as straightforward as it may appear. 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. 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.

The only thing you can be sure is that you don’t know the future of the market, and thinking you know how the market is going to perform based on past data is a mistake. In turn, you must acknowledge this unpredictability in your Forex predictions.

Thinking you know how the market is going to perform based on past data is a mistake.

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.

Overall Forex Algorithmic Trading Considerations

Since that first algorithmic Forex trading experience, I’ve built several automated trading systems for clients, and I can tell you that there’s always room to explore and further Forex analysis to be done. For example, I recently built a system based on finding so-called “Big Fish” movements; that is, huge pips variations in tiny, tiny units of time. 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. For example, you could try to decipher the probability distribution of the price variations as a function of volatility in one market (EUR/USD for example), and maybe make a Monte Carlo simulation model using the distribution per volatility state, using whatever degree of accuracy you want. I’ll leave this as an exercise for the eager reader.

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.

Further Reading

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.

I’ve read extensively about the mysterious world that is the currency market. Here are a few write-ups that I recommend for programmers and enthusiastic readers:

Understanding the basics

What is Forex trading all about?
Forex (or FX) trading is buying and selling via currency pairs (e.g. USD vs EUR) on the foreign exchange market.
How does Forex make money?
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.
What is backtesting a trading strategy?
Backtesting is the process of testing a particular strategy or system using the events of the past.
What is algorithmic trading?
Algorithmic trading is when a robot/program uses a set of rules that tell it when to buy or sell.


I have always wanted to learn about this. Thanks! I studied a bit of market theory in college and learned about channel trading. I always thought that would be a good fit for algo trading since the strategy is recursive. Do you have any pointers on how to implement channel type of strategies (as opposed to Moving Average strategies)? I'm sure you know this, but some (old) research shows that Exponential MA strategies make more and even out perform buy and hold strategies without taking into account tax advantages.
Hi Rismay, thanks for commenting, about this: "Do you have any pointers on how to implement channel type of strategies (as opposed to Moving Average strategies)?" There are many channel indicators out there (ie: Donchian, IREGR, and many more); also you can code your own channel indicator, once you have that you can make the ExpertAdvisor to make decisions based on whatever indicator/s you are using. The values of the indicators are referenced as a reverse zero point array [oo..0] (ie: the most recent data would be in the position 0 of the indicator buffer). Andrew R. Young's book is a good starting point to understand how indicators work.
Awesome article thanks. Curious if you've engaged in the community? Seems like a great way to get your feet wet
Jubin Roy
Thanks for this awesome article
Simanas Venckauskas
Congrats Great post Rogelio! Just wanted to share my experience as well :) Almost every trading book states, that most traders fails because of psychological factor, when they make exceptions from their own strategies, so as an engineer my only tought was that this is a perfect place for a software solution to avoid human inntervention to the trading system once you decide to start using it. I have spend one entire year of my career just by programming, testing and optimizing with past data every single strategy I was able to find online and on variuos different trading books. And you know what - none of them had constant profitability. And after reading a lot of blog posts etc... I came to the conclusion: We are living in a world where everyone can write his own trading robot and big trading corporations, banks etc... they are constantly analyzing all the markets by using not just strategies developed by some trading gurus but also machine learning algorithms deployed on super computers, who tries to find at least some patterns on every market. And here is the result: Once some pattern comes true at least for some period of time it emediatly turns in to no pattern, because everybody on this game are looking for these patterns. Once you see some pattern you place an order to buy or sell, your order pushes the market to the opposite direction you want it to go at least for a bit. But do not be naieve, if you see the pattern most probably a lot of other traders with hudge investmens sees this pattern as well so this time they are doing the same and you all lose your money all together. Think of it before you decide to become a trader with software engineering background.
Hi Simanas, Thanks for the thoughtful comment. In a previous sketch of this article I described who the really smart players in this game are, and I mentioned the guys from Jane Street among others that play the role of middle-man and arbitrageurs in the market. We (The Editor, Charlie Marsh and Me) decided not to include that among another reflections that considered just that you are mentioning in this comment. All that being said, I like to believe that you can find an edge of the market if you use the correct tools and make the correct simulations using the proper variables. Thanks!
Thanks for commenting! I haven't engaged in that community; it looks awesome to start programming and reuse the code offered there!
Good article Rogelio, In further reading, why would you suggest Ocami for programming instead of MQL4 or MQL5 or "R" or whatever?
Stephan Unrau
I enjoyed this article as it is exactly the kinds of important big milestones I ran into. The project which started for a custom formula for several separate clients became a commercial product driven by user submissions. Now users can copy or sell their trades and copy trades from indicators in Meta Trader. It's called the Binary Options Auto Trader (BOAT for short) and only does Binary Options (2 results win or lose only).
Bullion Invest - Invest $500 Return $350 daily for 50 days Program A: Receive Receive 70% daily for 50 days for every deposit made to the Standard Program. You will get your principal back immediately after your investment term is expired.. Minimum spend ids US$350 Program B Receive 200% daily for 20 days for every deposit made to the Premium Program. You will get your principal back immediately after your investment term is expired.. Minimum spend is US$3500 Program C: Receive 1000% daily for 5 days for every deposit made to the VIP Program. You will get your principal back immediately after your investment term is expired.. Minimum spend is US$20000 and maximum is US$150000 Invest Here Investment Insurance
The Quantopian does not provide any Forex data, right?? The site only provides stock and etf.
menino andrade
the pattern is in the mind of the trader a trader should identify the pattern rather than rely on the machine to identify the trend because the machine will fail as it will be late in identifying the trend (patterns) after all the machines were built by human brain. so the patter is in the brain . watching the screen how the rates behave. there are various patterns in different market bull markets ,bear mkts, range bound mkts.
Escaped Government Slave
Enjoy yourselves......your competition, 2500 state and local government retirement.....have $4 trillion under investment.....and pay zero taxes, because the government doesn't pay taxes....and have their inside people positioned in all the major trading houses and corporations.....worldwide.
The forex market is the largest, most liquid market in the world with an average traded value that exceeds $1.9 trillion per day and includes all of the currencies in the world. <a href="">Success in Forex</a>
Shan Rose
I like their forex-copy system. You can copy the trades of successful traders and earn money even if you're newbie. And I'd like to say that their trading conditions are very suitable for me. Spreads are good, I choose 1:600 leverage, no requites <a href="">Dealing With Your Losses</a>
Matt Lindsay
Great article; pitched at a great level and I LOVE your diagrams! (any clue on how you produced them?) Simple question you might be able to answer: Do you know anyone that provides a streaming API for share prices of shares listed on LSE and US markets? Any advice appreciated thanks.
I have been trading with forex since 2010 and never encountered any issue. I made money once and requested withdrawal <a href="">Forex Trading strategies</a>
Hello You can try with penny stocks. You'll find more details on this web site <a href="">penny stocks trading</a> It's a good solution to earn extra money Bye
Interesting article - so Nico, have any of the trading systems you built for clients proved to be consistently profitable? I've toyed with developing one for a while but question whether or not FX price movement is predictable enough to make a consistent profit. Always makes me wonder why 'experts' write trading books - presumably if their systems & approaches actually worked they wouldn't have bothered to write the books!
Totally agree with your belief in the beauty of brain. And would like to suggest here that the use of machine is just to avoid the human limitations. The human body combination (brain, body, hands) cant possibly be as fast as the machine to trade in the market with a latency of under 100 milliseconds. The decision making of the wonderful brain is not independent of time. That's why we put most of the efforts of brain in developing and back testing strategies that normally we would use our brain for. No doubt there will be situations where manual approach might prove to be better than a machine decision. But its as likely as emotions making an impact on the decision making. With machines, the problem of emotions, and feelings do not hinder in making a rational decision. If your brain can think it, you can make a machine do it. No offence.
Martin Oeschler
StrategyQuant Professional is a <a href="">Computer Generated Forex Trading Strategies Platform</a> which is a powerful strategy developer platform that makes use of machine learning techniques and genetic programming for generating new trading systems for any market or timeframe. This trading software includes the most complex strategies performance analytics on the market. It even contains several powerful tools that allow you to test your strategies for robustness to avoid over optimization. The StrategyQuant automatically generates requires new trading strategies in fraction of the second. · It helps you to find new trading strategies that are not only unique but are also not obvious. · It reduces the time that is requires for building strategies from weeks and months to minutes. · It even helps you to improve the existing strategies.
Justin Springer
This is a good feature if you have any issues or need any advice with trading binary options. This also shows that the company attempts to add quality to their service. The trading platform is safe and secure and 100% web-based. Trade binary options in real time if you are a professional trader or an amateur. Get More Info :
Great information, thank you for share <a href="">My Best Trading System</a>
Great information <a href="">Best Trading System</a>
Alan Harper
It is very silly trading in Forex if you don’t have a reliable source of Forex signals as they take out the ‘gamble’ aspect of it and just make it a guaranteed thing you will make profit. After trading Forex for 6 years (to a consistent six figure yearly income I might add) I have tried many different sources of Forex signals but by far the best i have found is fxtradingmethod*com (it won’t let me comment with link so just turn the * into a dot) - Vlad is like a goldmine and will ensure you become a successful trader. Get onboard if you want pretty much guaranteed success from day one without trial & error. Just wanted to share my expertise with fellow traders!
Omar Hernandez Doüx
how do you state the code to define the right angle of the curve?
Serkan Kaptan
Algorithmic trade is good but so hard to use for small account owners but I find good solution, check this system maybe good someone else too. <a href="">best trading software</a>
awesome write up, even if its a couple years old..
This is actually a good information for those people who wanted to know the true meaning of this kind of thing especially if they are not aware of this especially if they will run a certain business. It's really suitable to be known by business people and for engineers.
AC Forex cilent’s service, platforms and funding supports have won the best records around the world.
Trades are mainly completed via computers, allowing retail traders to come into the market, real-time streaming prices have led to better transparency and the peculiarity between dealers and their most complicated customers has largely disappeared. As Forex trading algorithms helps in doing the analysis of currencies for currency trading. As MMF Solutions provide Best Forex tips for trading after doing complete analysis.
As far as my experience of Forex Trading is concerned, I didn’t find it that beneficial. I concur that Forex market is highly flexible but it is also more risky than the binary market. To read more about binary trading visit . Trading on binary options is far easy and convenient than the trading on currency pair.
Thanks for the interesting article..!! Understanding market behavior and strategy is the essential skill that every trader needs to possess to trade smartly. Backtesting is a great approach, which empowers traders to test out their strategies without risking a penny. Besides, backtesting a lot of things are present here which could help you in evaluating whether your strategy is correct or not.
Generally online trading whether its Forex or Options, they are considered as best to make money quickly. You generate earning when the currency you bet has enhanced in value and you will sell it at the suitable time. However, like any money making activity, such trading has also consumed risk. You can't start it without good planning and strategies. You need to learn several things highlighted by financial experts here and make a plan of action to achieve utmost gains from investment.
Great information thank you very much! Too bad I'm not using MT anymore because of bad support specially for developers. A friend recommended me vertexfx platform. Despite the fact that it saved us thousands of dollars for 3rd party features since they are built in with the platform, it saved us the VPS for the EAs we paid hundreds for! Their support were very fast and helpful and they assisted us in converting our strategies to VTL.
Aimee Willson
Really great post and I know you have lots of experience in this field...
Tadas Talaikis
Why so much people so interested in those "algorithms" on MAs making them so undeservedly popular? There are numerous studies showing trading on moving average rules are trading on noise, meaning there is no real information (signal) in those. You can optimize it as much as you can, but when market regime changes, your "algorithm" fails. We see too much of them in FX world.
Elaine Gina
This is the very information blog that is the main thing a lot of interesting and useful. To know more about Forex Algorithmic Trading, you can visit Multi Management & Future Solutions.
Multi Management future Solutions is also the best online trading platform they provide , live equity signals Stock signals, profitable positional Stock Picks, SGX Stock market Signals with all Singapore market trading adviceand this are aliso provide signal in forex and comex
If You are looking for Signal provider with a lot of assets and currencies who will guarantee you safe trading, You will be pleased with FOREX TRENDY, Now they got a special bonus offer.Automated chart analysis :
Anatoliy Simeonov
Using an automated forex trading system also removes one of the largest hurdles that traders and investors face - Human Emotion. When an investor is acting on emotion they are effectively guessing, not analysing the market. Conversely strategies are modeled on statistical analysis and mathematical formulae - they do not guess or feel. Once the buy or sell decision has been reached the system instructs your broker to execute the trade - all of this is done in moments automatically by leveraging computer technology. Automated Forex Robots And Systems
Thank you for your great post. It's really very informative and really helpful. Please Keep posting. Thanks again. <a href=>23 traders</a>
Thank you for your great post. It's really very informative and really helpful. Please Keep posting. Thanks again. <a href=>23Traders Tutorial</a>
Tim Dawson
Hi, I really like your blog, I found a lot useful information. Tell me, how can I increase my profits using me very interested in this platform, you used it?
Daniel Ramsey
Great read, I recently automated my strategies and I'm slapping myself for not doing it earlier. I found a prop trading firm in Melbourne Australia that shows you how to build algo's from ground up without the need to code, they have their own proprietary software and provided me with all the tools to automate and best of all they give me unlimited support with my builds. (Trade View Investments) is the place, I'm dealing with Dieter however all the traders there are very helpful. It's also helped me save money as I can backtest and forward test my strategies to see if there profitable before trading it live.
Avin Grant
Very confused about this post, bought a forex algorithm for relatively it turned out it was not profitable. However, my approach was tweak it and test it and see. Tried different currencies and numerous back testing adjustments and without any software programming background I got it to produce consistent results in one weird currency for the last two years. Now live off it and quit my job and working as a mentor! I think rule is humans will always win because of tenacity and determination.
Andy Visser
That's awesome! I've been working with machine learning for a couple months now and would love to connect with you to discuss ideas and share info. Let me know. You can email me - andy(dot)visser(at)hotmail(dot)com
DoubleInADay Forex
You have shared a informative information about forex algorithm. To trade successfully is to simply win more trades than you lose, or to profit from your winning trades to a larger extent than your losing trades do.
David McEwan
Hi Avin. My name is David and I am from Sydney, Australia. Having read your recent post, I am very keen to have a chat with you regarding a few forex mt4 ea's I am having great results in testing. My desire is to share with you my ea's and collaborate idea's, settings, profit targets, etc. and results. Your feedback would be greatly appreciated. I hope that you accept my request as sincere and worthy of your time. Kind Regards David McEwan [email protected]
Web Sidekicks
You forgot to mention the cAlgo :)
Luis Gómez
I'm been working with tensorflow in python for machine learning for a couple of weeks now I would like to share ideas my email is xtokio at gmail
Verity Zillah
I never believe that Binary & Forex is real because I have lost a lot of money to scammers until I was introduced to a binary option and Forex manager Mr Bailey who help me make $14200 with the minimum of $2000.. I never believe in him until I made my first withdrawal then I realized that he's a genuine trader.... You don't have to worry about anything, he's a trustworthy person, he is going to help you recover all your lost and retrieve your money from your broker if they dont want to release it to you as he helped me also.... So if you are interested in Binary& Forex I would like you to contact Mr Bailey via google mail at baileyaart1199 he is going to help you succeed as he has also helped me.
I was follow juala su strategy on her facebook page and it work greats. Find him on the facebook.
Juanita Lesly
Forex is not magic you are not going to be a millionaire over night but it's a good market to raise your finances at a steady growth. You need a proper understanding or a superb broker to trade for you, I have been trading with Mr. Bailey for a 1 year and 2 months now and I've been making consistent profit. You can contact him via mail: [email protected] com
Ginny Edan
many individuals say binary option and forex agent are trick, however it`s not valid at all unless some that fall in the wrong hands yet i have been working with Mrs, Malvina and i have been winning a great deal on my arrangements and procuring $45,000 every month in the event that you are burnt out on disillusionment and worrying for little contact Mrs, Malvina via [email protected] Com
Ginny Edan
Don't lose your investment ignorantly,are you interested in learning how to profit on forex trading? get the best strategy,just write Mrs Malvina on [email protected] com
Ginny Edan
its so touching knowing the amount of losers in forex trade if crosschecked you find out we are the cause simply because we refuse to share ideas among one another, and am not in a party to that, forex trade is one thing i have come to understand,its all about u having a nice broker, using the right strategy and above all knowing how to read the trend, feel free to contact Mrs Malvina on [email protected] com for guidelines,if i can make it and be a successful trader then you can
I have to encounter various difficulties that are involved with coordination of different trades and confront challenges out there in the trading market. Prior to using the services of FXB Trading, there were times when I simply could not manage all the accounts as a trader despite putting in my best effort. This website has helped changed that challenging situation for me and now I am able to manage my accounts quite easily.
Rickety Janes
Yeah, this article is relatively old, cTrader was not as prevalent....cTrader still is not the perfectly anonymous trading platform they claim, but it's better than MQL....
Rickety Janes
Best traders have algorithms/EAs for different conditions, manually switching between them...
Hi, Thanks for the great article. I am running a small blog which is related to Forex Trading. I will definitely share your article with my subscribers.
My partner and I actually profited from the global financial crisis. In fact, we collectively earned over $100 million as a community. Individually, several of us earned more money than we could ever spend. How did we do it? By exposing an algorithm that allowed for steady profits from binary options trading. Today, those using our system are able to funnel $1K or more into their bank account, DAILY. This is completely legal, and completely within the rules of market trading. Let me show you exactly what we're doing to make this work. Click Here>>
For traders who are new to the art of trading in Contracts for Difference market, use of tools and strategies to obtain accurate trade information could be confusing and tough at the same time.<a href="">FXB Trading</a> offers many educational articles to help these beginners learn the tricks of the trade in their climb to the top in a CFD market.
Bruno Cassol
What if one writes an algo to detect conditions and automatically switch strategies?
Rickety Janes
Sure, although "algo to detect conditions" is what quants spend millions of dollars and man-hours on...
Bruno Cassol
Sorry I didn't meant to downplay that part. Just wanted a pointer if this is something feasible/desirable. I recently started coding strategies/backtesting for cryptocurrencies in Go.
John Smith
The article is very good and the part with the market types are very helpful. Usually I conduct backtest on all if the six types in order to be sure that the strategy would survive on real trading because inevitably there will be some time of all six type. Here is also a good article about what makes an automated system profitable -
Ibrahim Rashid
call me Bro, I seriously need a mentor, am just starting out +254 739 072 338
Abinoa Ferreira
throws jab in forex case fight traders look for tech solutions
Sunil Sharma
TrendSpider just announced dynamic chart monitoring which enables traders to set up a trade scheme and have the software automatically track any indicator or trendline automatically, which not only saves time and frees you up to do other things but helps you time your trades better. Check it out and explore our other automated technical analysis functionality at
mason luis
Hello,am happy to share my experience so far in trading binary options have been losing and finding it difficult to make profit in trading for long until i meet [Mr Dylan] who help me and gave me the right strategy and winning signals to trade and also i was able to get all my lost fund back from greedy brokers through Him. now i can make a profit of 7000USD weekly through his amazing masterclass strategy feel free to email him on ([email protected])
Impressive! But there are some topic that I cannot understand. Can you explain it well? So that I can learn more?
SalesPrice Tracker
There's now a source of forex data for training machine learning algorithms in AWS. You can find it at
Emmanuel Tenkorang
"to decipher the probability distribution of the price variations as a function of volatility in one market (EUR/USD for example), and maybe make a Monte Carlo simulation model using the distribution per volatility state, using whatever degree of accuracy you want".....this is the part i'd like to check out. Any guidance on that will be helpful. Great post.
comments powered by Disqus