Codes
Population-based optimisation algorithms for MetaTrader 5
Population-based optimisation algorithms are collected here. The archive contains all necessary files to run the algorithms on test functions
Keywords and aliases of MQL5 for MetaTrader 5
The MQL5 keywords and aliases for autoreplace are presented
Articles
Covariance Matrix Adaptation Evolution Strategy (CMA-ES) for MetaTrader 5
The article explores one of the most interesting non-gradient optimization algorithms, which learns to understand the geometry of the objective function. We will focus on the classical implementation of CMA-ES with a slight modification - replacing the normal distribution with the power one. We will
Eagle Strategy (ES) for MetaTrader 5
Eagle Strategy is an algorithm that mimics the eagle's two-phase hunting strategy: global search via Levy flights using Mantegna method, alternating with intense local exploitation using the firefly algorithm, a mathematically sound approach to balancing exploration and exploitation, and a
Biogeography-Based Optimization (BBO) for MetaTrader 5
Biogeography-Based Optimization (BBO) is an elegant global optimization method inspired by natural processes of species migration between islands within archipelagos. The algorithm is based on a simple yet powerful idea: high-quality solutions actively share their characteristics, while low-quality
Deterministic Oscillatory Search (DOS) for MetaTrader 5
Deterministic Oscillatory Search (DOS) algorithm is an innovative global optimization method that combines the advantages of gradient and swarm algorithms without the use of random numbers. The fitness oscillation and slope mechanism allows DOS to explore complex search spaces in a deterministic
Camel Algorithm (CA) for MetaTrader 5
The Camel Algorithm, developed in 2016, simulates the behavior of camels in the desert to solve optimization problems, taking into account temperature, supply, and endurance. This article also presents a modified version of the algorithm (CAm) with key improvements: the use of a Gaussian
Fractal-Based Algorithm (FBA) for MetaTrader 5
The article presents a new metaheuristic method based on a fractal approach to partitioning the search space for solving optimization problems. The algorithm sequentially identifies and separates promising areas, creating a self-similar fractal structure that concentrates computing resources on the
Chaos optimization algorithm (COA): Continued for MetaTrader 5
We continue studying the chaotic optimization algorithm. The second part of the article deals with the practical aspects of the algorithm implementation, its testing and conclusions
Chaos optimization algorithm (COA) for MetaTrader 5
This is an improved chaotic optimization algorithm (COA) that combines the effects of chaos with adaptive search mechanisms. The algorithm uses a set of chaotic maps and inertial components to explore the search space. The article reveals the theoretical foundations of chaotic methods of financial
Coral Reefs Optimization (CRO) for MetaTrader 5
The article presents a comprehensive analysis of the Coral Reef Optimization (CRO) algorithm, a metaheuristic method inspired by the biological processes of coral reef formation and development. The algorithm models key aspects of coral evolution: broadcast spawning, brooding, larval settlement
Battle Royale Optimizer (BRO) for MetaTrader 5
The article explores the Battle Royale Optimizer algorithm — a metaheuristic in which solutions compete with their nearest neighbors, accumulate “damage,” are replaced when a threshold is exceeded, and periodically shrink the search space around the current best solution. It presents both pseudocode
Forum
Whether there is a process whose analysis of one part does not allow predicting the next part.
Hi. I suggest that the esteemed community come up with a process that cannot be predicted (so that no money can be made on this prediction). At the same time, the process should not have stationary stat-characteristics over time
"Cool peppers!"
Hello! For those who are "cool". We do not need (should not) be shaking the air masses of the forum with photoshop-drawn stats, shake them in this thread. Clear signals, such as: EURUSD , buy, SL 200, TP 300, 5:51:49. If you have any misunderstandings on the forum, you are welcome here. Clarify the
Redrawing indicators.
Greetings! I suggest you post here redrawing indicators or links to them in the Code Base
Literature. Neural networks. Genetic algorithms. Digital signal processing. Mathematics, analysis. Statistics.
Neural networks, genetic algorithms A case study on using neural networks to perform technical.pdf Christian L. Dunis Modelling and Trading EURUSD.pdf ED PONSI Forex Patterns and Proababilities. Gorban A.N. Neuroinformatics. What are we, where are we going, how to measure our way.pdf Haykin S
Once again, it's about the eternal: trend/flat.
It is very important for any strategy to identify the trend/float in a timely manner. One way or another, the effectiveness of the TS depends on it. It is clear that on different TFs at the same point in time there may be both in the sense that a particular EA writer puts it, but let's try to talk
Algorithm Optimisation Championship.
The Algorithm Optimisation Championship is conceived as a competition for people who are seekers, inquisitive, for whom standing still means going backwards. The Championship is a great opportunity to test your algorithms under tough competitive conditions, which are tougher and more demanding than
The fate of the world's currencies in the wake of the demise of the dollar.
I read that the U.S. dollar has two categories of banknote series: for domestic use and for the rest of the world, that the U.S. could overnight recognize "non-U.S." banknotes as mere bills... The Yellowstone volcano is about to go on the rampage, so let's just say the world 's currency is about to
Code Base licences
Actually, the question is, under which license are the codes presented in the database
dll and market.
IV. Продукты A Product submitted for sale via the Market service may be submitted as a compiled file with the extension EX5 or a single source code file with the extension MQ5. Product files submitted as MQ5 files are automatically compiled. The Products do not call any DLLs, including Microsoft
Advertising. Product Announcements and Releases for the Market.
Dear sellers and developers of commercial software intended to work in the MT5 platform environment! This thread is for you. Post here your product announcements and releases for the Market and the community will learn about new products as soon as possible. I wish you success and creation of