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Published article "Developing a multi-currency Expert Advisor (Part 1): Collaboration of several trading strategies".
There are quite a lot of different trading strategies. So, it might be useful to apply several strategies working in parallel to diversify risks and increase the stability of trading results. But if each strategy is implemented as a separate Expert Advisor (EA), then managing their work on one trading account becomes much more difficult. To solve this problem, it would be reasonable to implement the operation of different trading strategies within a single EA.
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Published article "MQL5 Wizard Techniques you should know (Part 20): Symbolic Regression".
Symbolic Regression is a form of regression that starts with minimal to no assumptions on what the underlying model that maps the sets of data under study would look like. Even though it can be implemented by Bayesian Methods or Neural Networks, we look at how an implementation with Genetic Algorithms can help customize an expert signal class usable in the MQL5 wizard.
Published article "Population optimization algorithms: Binary Genetic Algorithm (BGA). Part II".
In this article, we will look at the binary genetic algorithm (BGA), which models the natural processes that occur in the genetic material of living things in nature.
The most downloaded free products:
Bestsellers in the Market:
Most read articles this month
How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.
In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.
How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
Most downloaded source codes this month
- Simple Yet Effective Breakout Strategy A simple yet effective donchian channel breakout strategy. This strategy is timeless!
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
- SuperTrend SuperTrend indicator.
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 24 new comments
- Techniques for Pausing Trading : Seeking Community Insights 13 new comments
- Problem with a job (freelance) 11 new comments
Published article "Learn how to trade the Fair Value Gap (FVG)/Imbalances step-by-step: A Smart Money concept approach".
A step-by-step guide to creating and implementing an automated trading algorithm in MQL5 based on the Fair Value Gap (FVG) trading strategy. A detailed tutorial on creating an expert advisor that can be useful for both beginners and experienced traders.
Published article "Triangular arbitrage with predictions".
This article simplifies triangular arbitrage, showing you how to use predictions and specialized software to trade currencies smarter, even if you're new to the market. Ready to trade with expertise?
Published article "Neural networks made easy (Part 69): Density-based support constraint for the behavioral policy (SPOT)".
In offline learning, we use a fixed dataset, which limits the coverage of environmental diversity. During the learning process, our Agent can generate actions beyond this dataset. If there is no feedback from the environment, how can we be sure that the assessments of such actions are correct? Maintaining the Agent's policy within the training dataset becomes an important aspect to ensure the reliability of training. This is what we will talk about in this article.
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Published article "Developing an MQL5 RL agent with RestAPI integration (Part 3): Creating automatic moves and test scripts in MQL5".
This article discusses the implementation of automatic moves in the tic-tac-toe game in Python, integrated with MQL5 functions and unit tests. The goal is to improve the interactivity of the game and ensure the reliability of the system through testing in MQL5. The presentation covers game logic development, integration, and hands-on testing, and concludes with the creation of a dynamic game environment and a robust integrated system.
Published article "Population optimization algorithms: Binary Genetic Algorithm (BGA). Part I".
In this article, we will explore various methods used in binary genetic and other population algorithms. We will look at the main components of the algorithm, such as selection, crossover and mutation, and their impact on the optimization. In addition, we will study data presentation methods and their impact on optimization results.
New publications in CodeBase
- Trap News MT5 Script For Trap News High Impact
- Grid EA Pro A professional Grid advisor works according to RSI ( Relative Strength Index ) indicators. And has the function of Reducing the Drawdown on the account by overlapping unprofitable orders. The chart displays information about the profit. It can be a very useful tool, For manual trading.
The most downloaded free products:
Bestsellers in the Market:
Most read articles this week
How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.
In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.
How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
Most downloaded source codes this week
- Breakout Strategy with Prop Firm Helper Functions This is an update of the "Simple Yet Effective Breakout Strategy". In this code, I have added some helper functions for prop firm challenges.
- Harmonic AI Pattern HarmonicEA is an Expert Advisor (EA) developed for MetaTrader 4 (MT4) that utilizes harmonic pattern recognition and RSI-based signals to identify potential trading opportunities in the forex market. The EA is designed to detect various bullish and bearish harmonic patterns, including crab, butterfly, bat, deep bat, AB=CD, 3-drive, 5-drive, and shark patterns, across multiple timeframes. It incorporates risk management features such as dynamic lot sizing based on a percentage of account balance, maximum drawdown control, and a trailing stop mechanism to protect profits. HarmonicEA is suitable for traders seeking an automated solution to capitalize on harmonic patterns while managing risk effectively.
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
Bestsellers in the Market:
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 51 new comments
- Questions from Beginners MQL5 MT5 MetaTrader 5 12 new comments
- how to have the same indicator many times with different inputs easily? 9 new comments
Published article "MQL5 Wizard Techniques you should know (Part 19): Bayesian Inference".
Bayesian inference is the adoption of Bayes Theorem to update probability hypothesis as new information is made available. This intuitively leans to adaptation in time series analysis, and so we have a look at how we could use this in building custom classes not just for the signal but also money-management and trailing-stops.