Dow Jones Neural Network US30 EA
- Experts
- 버전: 1.9
- 업데이트됨: 1 4월 2026
- 활성화: 5
The Expert Advisor combines machine learning techniques with statistical and econometric analysis to evaluate market conditions.
Position size is calculated automatically according to account balance and internal risk parameters.
Model LogicThe trading model is based on Proximal Policy Optimization (PPO), a reinforcement learning algorithm.
The neural network processes 22 market features derived from price data and technical indicators. These features describe different aspects of market behaviour including:
momentum
volatility structure
trend strength
inter-market relationships
These inputs are used to evaluate the current market environment and determine whether trading conditions are present.
OperationDuring each analysis cycle the Expert Advisor performs several steps:
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Collect market data from the US30 index
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Calculate 22 market features derived from price data and technical indicators
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Evaluate market volatility, including the VIX index when available
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Analyze the cointegration relationship between DJIA and DXY
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Evaluate momentum across multiple timeframes
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Process the inputs through the PPO model
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Generate a trading signal when conditions are detected
The EA may then open, adjust or close positions according to the model output and risk parameters.
Technical CharacteristicsReinforcement learning model based on PPO
22-dimensional market feature space
Inter-market analysis using DJIA and DXY
Volatility monitoring using VIX when available
Automatic position sizing according to account balance
Native MQL5 implementation without external libraries
The Expert Advisor can operate on the Dow Jones index under different broker symbol names.
The system automatically adapts to the symbol attached to the chart.
If the Dollar Index (DXY or USDX) is available from the broker it may be used for inter-market analysis. If the symbol is not available the EA continues operating using available market data.
Recommended timeframe: D1
Risk NoticeTrading financial markets involves risk. This Expert Advisor is a trading tool designed to assist analysis and execution.
