Quant Engine
- Uzmanlar
- Sürüm: 1.6
- Güncellendi: 27 Ekim 2025
Quant Engine Multi-Layer Trading System with Adaptive Learning
Advanced Multi-Layer trading system for XAUUSD (Gold) on M15 timeframe featuring adaptive weight optimization, intelligent market regime detection, and comprehensive risk management. Combines 10+ technical indicators with dynamic parameter adjustment based on trading performance. No black box—all parameters can be adjusted and optimized independently by the user.
Intelligent Trading System
- Multi-Indicator Analysis: Combines RSI, MACD, Stochastic, CCI, Multiple EMAs (8, 21, 50, 200), Bollinger Bands, ADX, and ATR for comprehensive market analysis
- Weighted Scoring System: Evaluates market conditions across 5 categories (Momentum, Trend, Volatility, Volume, Structure) with customizable weights
- Signal Strength Analysis: Advanced signal filtering ensures only high-quality trades with configurable buy/sell strength thresholds
Adptive Learning System
- Dynamic Weight Adjustment: Automatically adjusts indicator weights based on historical performance Performance Tracking: Records up to 100 trades with detailed score breakdown per indicator category
- Smart Recalibration: Recalculates optimal weights every N trades (default: 50) using blend factor for smooth transitions
- Regime-Based Learning: Tracks win rates across 6 different market regimes for context-aware optimization
Professional Risk Management
- One Position: No grids, no averaging: Each position is protected by self-adjusted stop loss and take profit
- Percentage-Based Position Sizing: Risk per trade as % of account balance
- Daily Loss Limit: Automatic trading suspension when daily loss threshold is reached
- Maximum Trades Per Day: Configurable limit to prevent overtrading
- Minimum Account Balance: Built-in protection against underfunded accounts
- Trailing Stop: ATR-based trailing stop to protect profits
Economic Calendar Integration
- Native MQL5 Calendar API: Uses official MetaTrader 5 economic calendar
- News Filter: Automatically pauses trading before/after major news events
- Impact Level Filtering: Separate filters for High, Medium, and Low impact news
- Customizable Time Window: Define minutes before/after news to avoid trading
Session-Based Trading
- Auto-GMT Detection: Automatically detects broker's GMT offset
- Three Major Sessions: Asian (0-8 GMT), London (8-10 GMT), New York (13-17 GMT)
- Flexible Configuration: Trade one, multiple, or all sessions
- Session Status Display: Real-time session information on chart
Advanced Features
- Multi-Timeframe Confirmation: Optional H1 confirmation filter for stronger signals
- Candlestick Pattern Recognition: Detects Hammer, Shooting Star, Bullish/Bearish Engulfing patterns
- Spread Filter: Prevents trading during excessive spread conditions
- Margin Safety Checks: Multiple layers of margin verification before opening positions
- Comprehensive Logging: Detailed log output for analysis and debugging
- On-Chart Display: Live information
Session Filter
- Trade London Session: 08:00 GMT - 16:00 GMT
- Trade New York Session: 13:00 GMT to 22:00 GMT
- Trade Asian Session: 00:00 GMT - 08:00 GMT
- GMT Offset (0 = Auto-detect)
Technical Specifications
- Platform: MetaTrader 5
- Instrument: XAUUSD (Gold)
- Timeframe: M15 (optimized)
- Order Type: Market execution
- Slippage Control: Built-in deviation management
- Margin Requirements: Conservative (max 70% margin usage per trade)
How Adaptive Learning Works
- Trade Recording: Each trade is recorded with entry price and all indicator scores
- Performance Tracking: System tracks which indicators performed well in winning/losing trades
- Statistical Analysis: After N trades, calculates win rate and profit factor per indicator category
- Weight Recalibration: Adjusts weights based on performance (30% new + 70% old for smooth transition)
- Normalization: Ensures weights always sum to 100%
- Continuous Improvement: Uses new weights for subsequent trades
This EA does NOT use:
- Wide Stop-Losses
- Predictive analytics that guarantee future performance
- Holy grail strategies
- Guaranteed profit systems
Recommended Usage
- Test thoroughly on demo account (minimum 3-4 weeks)
- Start with conservative risk settings (0.5-1% per trade)
- Monitor performance regularly
- Adjust parameters based on your risk tolerance
- Use VPS for 24/7 operation recommended
Recommended Settings
- Working trading pair: XAUUSD (GOLD)
- Timeframe: M15
- Recommended deposit: $1000+
- Minimum deposit: $500 (high-risk trading)
- Minimum leverage: 1:30
- Works with any broker, although an ECN broker with low spreads is recommended
- A Virtual Private Server (VPS) can be used for a 24/7 uptime
What makes Quant Engine different?
Adaptability: Learns from past performance to optimize parameters
Safety First: Multiple layers of risk management and margin protection
Professional Grade: Built with institutional-level risk management principles
No Overselling: Realistic expectations - no "get rich quick" promises
Comprehensive: Combines technical analysis, risk management, and market awareness
Remember: No trading system is perfect. Use proper risk management, test thoroughly, and never risk more than you can afford to lose.
Good work ! This ea delivers good results in trending markest .