Golden Ducat NAS

| Fully-automated Smart Money Concept (ICT) inspired trading solution with multi-strategy capabilities | Built by a grid trader >> for grid traders.  This is MT5 version, click  here  for  Blue CARA MT4  (settings and logics are same in both versions)     Real monitoring signal  -->  Cara Gold Intro Blue CARA EA   ('CARA') - short for  C omprehensive  A lgorithmic   R esponsive   A dvisor is a next-gen  multi-currency    multi-timeframe  EA base on the widely known (and perhaps the most popul

Investopedia FIVE EA is based on this article: https://www.investopedia.com/articles/forex/08/five-minute-momo.asp TRADING CONDITIONS - Look for currency pair trading below the X-period EMA and MACD to be in negative territory. - Wait for price to cross above the X-period EMA, then make sure that MACD is either in the process of crossing from negative to positive or has crossed into positive territory within five bars. - Go long X pips above the X-period EMA. - Sell X of the position

Matrix Arrow EA MT5  is a unique expert advisor that can trade the  Matrix Arrow Indicator's MT5   signals with a trade panel on the chart, manually or 100% automatically.  Matrix Arrow Indicator MT5  will determine the current trend at its early stages, gathering information and data from up to 10 standard indicators, which are: Average Directional Movement Index (ADX) Commodity Channel Index (CCI) Classic Heiken Ashi candles Moving Average Moving Average Convergence Divergence (MACD)

Surf EA  is a fully automatic grid based Expert Advisor that looks for reversal areas on the chart MT4 version:   https://www.mql5.com/ru/market/product/96627 Nature of work: The EA uses several patterns, indicators and other important conditions to search for signals Buy and sell positions are independent of each other Only one order can be opened on one bar of the current period The indicators used in the EA are included in the standard set of the terminal Recommendations: Trading pair: AUDCA

The Official Automated Version of the Reliable Indicator PipFinite Breakout EDGE EA Breakout EDGE takes the signal of PipFinite Breakout EDGE indicator and manages the trade for you. Because of numerous financial instruments to consider, many traders want the signals to be fully automated. The EA will make sure all your trades are executed from entry to exit. Saving you time and effort while maximizing your profits. The Edge of Automation Effortless price action trading is now possible

This strategy was learned from Stormer to be used on B3. Basically, 15 minutes before closing the market, it will check RSI and decided if it will open an position. This strategy do not define a stop loss. If the take profit reach the entry price it will close at market the position. The same happens if the maximal number of days is reached. It is created to brazilian people, so all configuration are in portuguese. Sorry Activations allowed have been set to 50.

DevilFish  is a fully automatic, multi-currency trading system. Trading is based on explosions of price activity. Big profits, low drawdowns and good hedging results. Minimum Deposit: $ 150. No configuration required. Accounts: Netting, Hedging. Currency pairs: EURUSD, GBPUSD, AUDUSD, NZDUSD, USDCHF, USDCAD, USDJPY. It works on hourly bars and is not demanding on the quality of the Internet connection.  Works in the strategy tester in the "open prices only" mode. Does not use the super short tra

Introducing Dr Trade Pro, a meticulously designed EA crafted for intelligent and consistent trading. Our expert advisor relies on precision, utilizing trend recognition and accurate market analysis to execute trades seamlessly. Dr Trade Pro is equipped with a strategic backup plan for each trade, emphasizing profitability while minimizing potential losses. What sets Dr Trade Pro apart is its adaptability to diverse market conditions, making it resilient to news and market volatility – a crucial

This algorithm thrives on extreme conditions of volatility.  It will evaluate the condition prior to market close, enter a position and exit when market swings to extreme levels in your favour.  The algorithm does not deploy any technical indicators, just simple mathematical calculations.  This works very well on non directional markets especially FOREX in the short term which are very choppy.  You can test out on other asset classes as well.  20 year backtest done to validate the rule.

Hamster Scalping is a fully automated Expert Advisor. Night scalping strategy. The RSI indicator and an ATR-based filter are used for entries. The advisor needs a hedging account type IMPORTANT! Contact me immediately after the purchase to get instructions and a bonus! Real operation monitoring as well as my other products can be found here: https://www.mql5.com/en/users/mechanic/seller General Recommendations The minimum deposit is $100, use an ECN account with the minimum spread,  default sett

Ilan for MetaTrader 5 Due to using the virtual trades, trading in both directions (buy and sell) simultaneously became possible. This allows users to adapt the popular strategy for the net accounting of positions applied by MetaTrader 5.  Expert Advisor Settings The Expert Advisor setup is simple. However, all the important settings of the strategy are available for adjusting. Available tools: Unique  MagicNumber  for identification of trades; Trade direction option ( Trade direction ): buy on

Introducing our innovative Expert Advisor (EA) designed to capitalize on pullback opportunities in the forex market, with the support of the Average True Range (ATR) indicator. This strategy focuses on identifying moments when the price temporarily retraces within a dominant trend, offering potential entry points with controlled risk. The ATR is a volatility indicator that measures the amplitude of price movements over a given period of time. By integrating the ATR into our EA, we can assess the

CyberTrend  is a fully automatic Expert Advisor based on advanced algorithms for short term trend prediction. This EA uses several custom made indicators combined with candles prediction that helps to achieve a very high-rate of winning trades. This EA successfully passed long term back-test with real tick data, variable spread, real commision and swap from Metatrader 5 Strategy Tester. CyberTrend is also fully adjustable by user. Please read the blog to get more information about FAQ and setti

The EA is recommended for trading GBPUSD M5. It is based on the strategy of "waiting out", the market entry (and exit) points are determined on the basis of correlation of a number of indicators. The trading volume for opening a position depends on results of previous trades. It is possible to limit the amount of risk (the AutoMM parameter). It is also possible to set the maximum spread, above which the EA will automatically suspend trading (the MaxSpread parameter). It also has advanced feature

Automate your MACD strategy! This EA alerts and/or places orders according to MACD strategies with additional filters. It means that you can use it by 2 different ways: Receive alerts based on your MACD strategy with filters on multiple symbols simultaneously in a single chart window; Choose the fully automated mode and let EA place orders based on your MACD strategy, filter choice and money management. This EA works with all broker symbols and contains multi-symbol modes (market monitoring,

Attempts to recover losing trades. If a trade moves in the wrong direction, the Zone Recovery algorithm begins. An alternating series of Buy and Sell trades at two specific levels take place, with two Exit Points above and beyond these levels. Once either of the two exit points is reached, all trades close with a combined profit or break even.  To use  1) Place the EA on a chart and select how the first trade will open (Manual/Via EA strategy/Use EA panel/External EA) 2) Configure your r

GridMasterFx   is an innovative tool for automated forex trading, which is based on a combination of a grid strategy and a unique trend calculation algorithm using the Moving Average indicator. This strategy allows the Expert Advisor to open and close positions on time, use the analysis of the current trend and instantly respond to market changes. GridMasterFx   Expert Advisor is an excellent choice for successful automation of your forex trading process. It easily adapts to various market co

Ilanis is an Expert Advisor for stock trading, it can be used for trading on Forex and other markets, including commodities, metals and index markets. To determine the market entry, the EA uses the modern and ultra-light adaptive indicator FourAverage. Principle of position maintaining is similar to that of the popular Forex robot Ilan, using averaging. But unlike Ilan, Ilanis uses an accurate entry into the market. The robot pays a lot of attention to position control, if the price goes in the

Transform your investment strategy with the Expert Advisor for MetaTrader investor robot. Based on the powerful Bollinger Bands strategy, created by Joe Ross and dubbed Paula by renowned Brazilian trader Rodrigo Cohen, you will have access to advanced technology that will maximize your profits and minimize your risks. Don't waste any more time with old and inefficient strategies. With our investor robot, you will have access to a highly accurate algorithm that combines technical analysis of m

Golden Buzzer is a two-in-one MT5 Gold-based (XAUUSD) expert advisor that executes trades using two strategies. These strategies, simply named Strategy 1 and Strategy 2 , although built on the same principles, operate slightly differently from one another. For this reason, there is a setting to choose whether to use either one or both as the engine of the expert advisor. ONLY 8  out of 10 copies left going at 100$ .  NEXT PRICE : 170$ SETUP The general settings or setup for this robot is intuiti

Hello, I would like to introduce a product called "Great Cleave". Great Cleave is an EA (Expert Advisor) that trades two currency pairs simultaneously, namely EUR/USD and GBP/USD. It executes trades individually for each pair and includes stop loss and take profit levels for every trade. There is no Martingale system, Grid, or any other high-risk techniques involved, making your account much safer. The entry and exit strategies are based on the MACD and Bollinger Bands indicators, while profit-t

The Expert Advisor helps reduce the account drawdown. To do this, the losing deal is split into multiple small parts, each of these parts is closed separately. The EA can interact with other experts. For example, when a certain drawdown is reached, Open Lock can disable the other expert and start working with its orders. Open lock for MetaTrader 4 is available here The algorithm of the EA uses counter transactions and a large number of open positions, therefore, need to use it on a hedge account

Discover the ultimate solution for trading market gaps with the LT Gap EA, now available on MQL5. With three powerful strategies at your disposal, you can maximize your gap trading potential like never before. Key Features: Versatile Strategies: Choose from three distinct gap trading strategies. Trade all gaps, focus on gaps meeting predefined minimum criteria, or execute trades exclusively when gap distances match predefined values. Customization Galore: Tailor your trading experience with a w

PROP FIRM GUIDE:   Guide LAUNCH PROMO : Act now to secure Gold Guardian at our launch promo price! This special offer is only available for a limited time, so don’t miss your chance to get this powerful trading tool at an unbeatable value. Grab it before the price goes up! Final Price: $699 Welcome to Gold Guardian ! Are you ready to transform your trading journey with precision and reliability? Built on years of expertise and proven strategies, Gold Guardian is here to elevate your trading e

This simple grid trading EA will place limit buy orders or buy stop orders with take profit at each step based on the given price range. User will need to enter the following settings: inputUpperRange - This defines the high price. Default is ask + 1000 points. inputLowerRange - This defines the low price.    Default is ask - 1000 points. inputGridLevels - This defines the number of level (or orders) to place within the given range. Default is 10. inputLotSize - This defines the volume. Default

Zenith: The Pinnacle of Algorithmic Trading We are pleased to introduce Zenith , an Expert Advisor (EA) that marks a before and after in the world of algorithmic trading. Zenith is the result of an unprecedented collaboration between Trendex and Q-Research, a leading data mining firm. This partnership has enabled the combination of the best of both worlds: Trendex's expertise in quantitative trading and Q-Research's massive data analysis capability. A Fusion of Excellence and Technology Zenith

The EA strategy : it is provided wirh built-in indicator based on Japanese Candles arrangements in order to determine the signals and has different inputs for Short and Long positions in order to improve its precision; You should purchase this EA because : it has been tested for a long time;  its indicator was deeply improved and optimized; the program is bugs free;  it is safe because its efficience is about 70% of assertiveness;  it is provided with Trailing Stop Loss technology; it has bad t

This scalping trading bot, developed by Profectus.AI, is a cutting-edge trading bot harnessing the power of scalping. This pro bono product showcases our expertise and offers a competitive edge in financial markets. Feel free to reach out with any questions or for further information:   https://www.mql5.com/en/channels/newcapital Welcome to Profectus.AI, the leading pioneer in democratizing algorithmic trading. With a visionary approach, we strive to level the playing field, making algorithmic

Eternal Engine EA is an advanced Expert Advisor that utilizes multiple indicators and strategies, providing traders with a comprehensive automated trading tool. It offers numerous trading opportunities, is not sensitive to spreads, and employs strict entry points to precisely initiate each trade. The strategy has proven itself in real market, with a year-long real-time signal of low DD.Whether you're a beginner or an experienced trader, Eternal Engine EA offers an exceptional trading experience.

"The Niffler is a fluffy, black and long-snouted beast. This burrowing creature has a predilection for anything glittery. Nifflers are often kept by goblins to burrow deep into the earth for treasure." Newt Scamander, "Fantastic Beasts and Where to Find Them". Niffler is a multicurrency trend trading Expert Advisor based on moving averages. A classic seasoned with the magic of modern technology. Niffler uses SMA, EMA, LMA, SWMA, HMA, AMA, TMA, EPMA and RMA on the timeframes M15, M20, H1, H3, H6

Live Signal on personal account 1:  https://www.mql5.com/en/signals/2242009 3 copies left at $499, next price $599.  Special goodies for returned buyers of my other EA. Gold Mana   is developed with over a year of intense research and testing. This expert advisor employs multi-timeframe volatility measurements, analyses intentions of market participants and anticipate price movements before they occur with help candlestick patterns, and supply & demand analysis for accurate entries that a

AI Gen XII EA This is an Expert Advisor with the latest use of trading realities and neural networks. The EA runs on the latest GPT-4o platform and also uses advanced discrete Fourier visualization in ATFNet, which equalizes the frequency spectrum of the input series, allowing for a more complete analysis of time series data. The Expert Advisor can also trade different strategies simultaneously and combine test trades with real trading, which is very important in its time.   Details about Adviso

PROP FIRM READY! ( download SETFILE ) LAUNCH PROMO: Only a few copies left at current price! Final price: 990$ Get 1 EA for free (for 2 trade accounts) -> contact me after purchase Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here Live Signal Welcome to the Gold Reaper! Build on the very succesfull Goldtrade Pro, this EA has been designed to run on multiple timeframes at the same time, and has the option to set the trade frequency from very conservative to extreme volati

Way To Stars is a night scalping EA specifically designed to trade during periods of low market volatility to capitalize on low-risk opportunities. This night scalping EA focuses on capturing small price movements for frequent trading, thereby accumulating profits over time. It employs strict stop-loss measures to limit potential losses per trade, ensuring effective risk management. Way To Stars is a genuine and honest trading system that does not rely on purported neural networks, artificial i

Introducing CyBRG RX: The Next-Generation Trading Assistant Step into the future of trading with CyBRG RX, your cutting-edge trading companion designed to elevate your trading experience. Harnessing the power of advanced neural networks, CyBRG RX is engineered to analyze and adapt to ever-changing market conditions with unparalleled precision. Signals:   low risk   Because this strategy is so unique, I only want to sell a limited number of licenses. Therefore, the price will steadily inc

LAUNCH PROMO: Only a few copies left at current price! Final price: 990$ Get 1 EA for free (for 2 trade accounts) -> contact me after purchase Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal high risk :  https://www.mql5.com/en/signals/2242498 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Parameter overview Gold Trade Pro joins the club of Gold trading EA's, but with one big difference: this is a real trading stra

Hello, traders! I am Quantum Queen, the newest and a very powerful addition to the Quantum Family of Expert Advisors. My specialty? GOLD. Yes, I trade the XAUUSD pair with precision and confidence, bringing you unparalleled trading opportunities on the glittering gold market. IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. Live signal 1:  CLICK Discounted price until August 31 .   The price will increase b

Strategy Introduction The EA will find the best entry and exit points based on the data trained by the neural network and the current market trend. It includes multiple loss exit strategies to ensure capital safety. Because the market is full of uncertainties, it is impossible to enter at the most ideal point every time. Our EA uses a unique batch entry method, adding up to 5 entry points. Even occasional misjudgments can quickly recover subsequently. Each order has a fixed stop loss (SL) and t

Introducing   Quantum Emperor EA , the groundbreaking MQL5 expert advisor that's transforming the way you trade the prestigious GBPUSD pair! Developed by a team of experienced traders with trading experience of over 13 years. IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. ***Buy Quantum Emperor EA and you could get Quantum StarMan, Quantum Queen and  Quantum Gold Emperor for free !*** Ask in private for more details N

Launch promo: Only 2 sales left to buy at the current price. Next price: $1233 Free get US30 Scalper EA or Quantum Algo EA -> contact me after purchase Live signal:  https://www.mql5.com/en/signals/2220190?source=Site+Profile+Seller Customer live signal:  https://www.mql5.com/en/signals/2242066?source=Site+Signals+My  (This is the client's live account to ensure the transparency of the EA) Prop Signal:  https://www.mql5.com/en/signals/2223219?source=Site+Signals+Profile+From+Author MT4:  http

HFT PropFirm EA MT5 is  also known as Green Man due to its distinctive logo by Dilwyn Tng, is an Expert Advisor (EA) crafted specifically for overcoming challenges or evaluations from proprietary trading firms (prop firms) that permit High-Frequency Trading (HFT) strategies. Free  Swing Signal Group and Gold Scalping Signal after you have passed a challenge. MT4 Version:  https://www.mql5.com/en/market/product/104871 Passing HFT MT5 Challenge Performance Monitor (not for live account): Broke

The Bitcoin Robot MT5 is engineered to execute Bitcoin trades with unparalleled efficiency and precision . Developed by a team of experienced traders and developers, our Bitcoin Robot employs a sophisticated algorithmic approach (price action, trend as well as two personalized indicators) to analyze market and execute trades swiftly with M5 timeframe , ensuring that you never miss out on lucrative opportunities. No grid, no martingale, no hedging, EA only open one position at the same time. Bit

Harmony Drive is a sophisticated system operating on a carefully selected basket of the following symbols: USDJPY, AUDCAD, CHFJPY, AUDUSD, USDCAD, USDCHF and NZDUSD. These pairs were strategically chosen for their diverse characteristics and market behaviors: Major pairs like USDJPY and USDCHF offer high liquidity and tight spreads, ideal for frequent trading Commodity-linked pairs such as AUDUSD and NZDUSD provide exposure to resource-rich economies, offering unique trading opportunities Cross

Dear Traders, I am very pleased to introduce our latest project to you. EA BitBull . Real cryptocurrency trading has now become a reality! Signals: Live Signal 1 Live Signal 2   Because this strategy is so unique, I only want to sell a limited number of licenses. Therefore, the price will steadily increase to limit sales. Next price is 690 USD . With the help of our esteemed partners from all over the world, we have succeeded in developing an innovative crypto strategy. This strategy seam

21% discount, until 2024.08.08  (Original price: $1000) Get a 50% bonus by buying (or even renting) any of our products. After buying (or renting), send a message for more information. Expert trend hunter Combined with artificial intelligence Control the AI with a variety of simple settings Without using dangerous strategies (all trades have a profit limit and a loss limit) Can be used in 6 main market currency pairs and 4 important time frames An expert who has been trained by artific

Hello, my name is Alexander. I would like to introduce you to my new development, the Hercules AI advisor. The advisor is synthesis of Price Action Method and Artificial Intelligence technologies.  It doesn't use  any indicators. The EA works well on Gold  pair. The advisor has shown stable performance for more than 10 years. It does not use dangerous trading methods such as martingale, etc. All transactions are protected by take profit and stop loss. I tried to make the advisor as easy to insta

Fenghuang EA utilizes clustering principles in machine learning to analyze data, identifying groups of objects or events with similar features or relationships. It uncovers hidden patterns and categorizes objects by similarities, aiding in the discovery of causal relationships. The EA allows for in-depth data analysis, highlighting significant relationships without risky techniques like martingale, netting, or scalping, making it compatible with various brokerage environments. Read more about th

Launch promo! Only 2  copies left at current price! Next price: 1533$ Final price: 1993$ Buy US30 Scalper and you could get Quantum Algo Trading or Nasdaq Algo for free ! => Contact after purchase Live signal:  https://www.mql5.com/en/signals/2220893?source=Site+Profile+Seller MT4:  https://www.mql5.com/en/market/product/113580?source=Site+Market+Product+Page More analytics:  https://www.mql5.com/en/blogs/post/756452 For more top Expert Advisors and Indicators, visit:   https://www.mql5.com

Golden Taipan FX for XAUUSD H1 - Professional Overview Introduction Golden Taipan FX has been updated to deliver transparent and easily analyzable trades, featuring improved backtest accuracy. The system now automatically updates the timezone offset during initialization, ensuring precise entries and exits. Risk Management and Trade Settings Risk-Reward Ratio : 1:2 Stop Loss (SL) : 500 points Take Profit (TP) : 1000 points These settings offer substantial reward potential while keeping losses m

Introducing our MT5 EA: Designed with advanced algorithms and utilizing deep learning technology, our Expert Advisor (EA) is crafted to assist you in the intricate world of forex trading. The system analyzes market behaviors and conducts transactions based on specific criteria, empowering you to engage with market trends more effectively. With the backing of nearly a decade of data, the EA employs deep learning to examine past market conditions, aiming to provide enhanced decision-making. Recom

Hello everyone, let me introduce myself: I am Quantum StarMan, the electrifying, freshest member of the Quantum EAs family. I'm a fully automated, multicurrency EA with the power to handle up to 6 dynamic pairs: AUDUSD, EURAUD, EURGBP, EURUSD, GBPUSD, and USDCAD . With the utmost precision and unwavering responsibility, I'll take your trading game to the next level. Here's the kicker: I don't rely on Martingale strategies. Instead, I utilize a sophisticated grid system that's designed for

ICONA I t is a   Fully Automatic H ybrid System  with Open Optimization Parameters and a  Recovery Mechanism in Real Time. Only 7 Copies of 10 Left  for 445 $ Next Price 899 $  Icona GUIDE Join Public Group Signals Commission Refund Updates My Blog Not  Grid    Not  Martingale    Not   AI     Not   Neural Network.  Default Settings for One chart   AUDUSD H1  ( Supports 1OHLC Mode for weak PCs) Each position always has a   Fixed SL   and   Full Deal Tracking (FDT) , even if it is in a DrawDow

We proudly present our cutting-edge robot, the  Big Forex Players EA  designed to maximize your trading potential, minimize emotional trading, and make smarter decisions powered by cutting-edge technology. The whole system in this EA took us many months to build, and then we spent a lot of time testing it. This unique EA includes three distinct strategies that can be used independently or in together. The robot receives the positions of the  biggest Banks  (positions are sent from our database t

8 advisors for the price of one With more to come. The last bot you'll ever need to buy! Ultimate Bot is a multi-strategy Expert Advisor trading  XAUUSD, GBPUSD, AUDCAD, USDCAD, EURGBP, EURUSD, GBPJPY, USDJPY and EURJPY, using a combination of trend-following, mean-reversion and breakout patterns. Each strategy trades on account equity, so if one group is in drawdown, the others lower their risk, working together to optimise performance. Once-chart setup, just attached to AUDCAD M15 and the ot

Introducing the FT Gold Robot MT5, your ultimate companion in navigating the intricate world of XAUUSD trading. Developed with precision and powered by cutting-edge algorithms, FT Gold is a forex robot meticulously crafted to optimize your trading performance with XAUUSD pairs . With its advanced analytical capabilities, FT Gold Robot constantly monitors the gold market, identifying key trends, patterns, and price movements with lightning speed. The FT Gold Robot opens 5 positions every day (you

Fully Automated EA based on Supply and Demand Principles. The first Supply and Demand EA that is offering Complete Automation. Now trading Becomes Effortless, offering full control over your trading strategy through a User-Friendly graphical Trading Panel. You get a Super High Quality Algorithmic Trading Software that contains more than 15,000 lines of code. Supply Demand EA ProBot Manual     ||    How To Use Trading Panel The best way to trade "Prop Firms Challenges" and Pass all the Stag

Many people like to trade XAUUSD, and I am no exception. After accumulating some trading experience and working hard, I created this Apocalypse XAU EA specifically for trading all XAU-related products, such as XAUUSD/XAUEUR/XAUGBP/XAUCHF/XAUJPY/XAUAUD. However, considering that many people may not need to trade all XAU currency pairs, but only need to trade XAUUSD, an entry-level EA becomes very meaningful. So I decided to create Apocalypse Gold, an EA specifically for XAUUSD trading. Signal dis

Aura White Edition is unique Expert Advisor that continues the Aura series of advisors. The Expert Advisor is based on the engine of Aura Black Expert Advisor , but with a number of changes and author's settings for currency pairs. Innovative methods of the programme's approach to trading, and promising performance results are possible thanks to the use of modern technologies and methods. Aura White Edition is a fully automated EA designed to trade currencies only. Working pairs EURUSD, GBPUSD,

Note: Current price is only available for a few copies, make sure you get it before the price goes up. Next Price: 599$ Welcome to the Gold Hype Expert Advisor, a state-of-the-art trading system designed to provide traders with a reliable, secure, and adaptable tool for navigating the complexities of the gold market. The Gold Hype system stands out by prioritizing risk management and transparency, ensuring that your trading experience is both safe and customizable. How it works | Extreme Risk S

Have you ever wondered why most expert advisors are not effective in live trading, despite their perfect backtest performance? The most likely answer is   Over-fitting . Many EAs are created to ‘learn’ and adapt perfectly to the available historical data, but they fail to predict the future due to a lack of generalizability in the constructed model. Some developers simply don't know about the existence of over-fitting, or they know but don't have a way to prevent it. Others exploit it as a tool