This MetaTrader 5 expert advisor implements a multi-strategy framework based on Smart Money Concepts. It identifies fractal-based liquidity sweeps, order blocks, and Fibonacci zones across multiple timeframes, typically using H4 for trend direction and M15 for execution. The EA includes an optional machine learning fil
Trading robot · MT5
Complex Market Predictor
This MetaTrader 5 expert advisor uses complex mathematical modeling to predict future price movements through a combination of sinusoidal analysis, Fast Fourier Transform, and Monte Carlo simulations.
GitHub stars6
Forks6
Last update1 year ago10 Dec 2024
LicenceMIT
Overview
Complex Market Predictor evaluates cyclical trends, fractal structures, and non-linear volatility via sigmoidal functions to generate buy and sell signals based on statistical thresholds. The EA is currently in a developmental stage, as the README notes that trade execution may require further optimization. It lacks built-in risk management features such as stop loss, take profit, or position sizing controls.
- Monte Carlo simulation engine
- Fast Fourier Transform for fractal analysis
- Sigmoidal non-linear price modeling
- Cyclical trend detection via sine functions
Details
Author
scuffff2828 on GitHub
Type
Trading robot
Platform
MetaTrader 5 (MQL5)
Strategy
AI / machine learning
Markets
Any symbol
Timeframes
Any timeframe
Risk profile
- Trades without a fixed stop loss
EA files
Input parameters
Read from Monte_Carlo.mq5. Defaults are the author's; change them in the EA's Inputs tab.
| Name | Type | Default | Description |
|---|---|---|---|
inputAlpha | double | 0.1 | Amplitude for the Sinusoidal component |
inputBeta | double | 0.1 | Weight for the Fractal component |
inputGamma | double | 0.1 | Damping constant for the Fractal component |
inputKappa | double | 1.0 | Sensitivity parameter for the Sigmoid function |
inputMu | double | 1.0 | Mean of price movements |
inputSigma | double | 10.0 | Threshold for Buy/Sell |
MonteCarloSimulations | int | 1000 | Number of Monte Carlo simulations |
magicNumber | int | 123456 | Unique identifier for orders |
How to install it
- 1Download the sourceUse "Download source (.zip)" above, or clone scuffff2828/ComplexMarketPredictor-f-r-MetaTrader-5 from GitHub, and unzip it.
- 2Open the data folderIn MetaTrader choose File, then Open Data Folder, and go to MQL5/Experts.
- 3Copy the filesCopy the .mq5 file into Experts.
- 4Compile in MetaEditorOpen the file in MetaEditor and press Compile. Fix any missing includes the compiler reports.
- 5Test before you tradeRun it in the Strategy Tester, then attach it to a demo chart and allow algorithmic trading.
Third-party code. ForexR did not write, test or endorse this EA, and the summary above was generated automatically from its README and code. ForexR lists only repositories with readable source code and never hosts files. Read the code, backtest it and use a demo account first; automated trading can lose money quickly.
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