Nexus Adaptive Engine
- 专家
- 版本: 4.0
- 激活: 10
NEXUS Adaptive Engine
by Worldinversor © 2026
General Description
NEXUS Adaptive Engine is a state-of-the-art Expert Advisor developed for MetaTrader 5, specifically designed to trade the XAU/USD pair (Spot Gold) on the M5 timeframe. It combines artificial intelligence, advanced technical analysis, and an adaptive grid management system to identify and execute high-precision trades on one of the market's most volatile and profitable assets.
Its triple-core architecture integrates real-time machine learning models with dynamic price filters, achieving a robust, adaptive approach that continuously adjusts to the changing conditions of the gold market.
Artificial Intelligence Engine
The EA incorporates two AI engines that operate by consensus:
SVM with RBF Kernel (Support Vector Machine) — Classifies the market in real-time using 6 features extracted from each candle: normalized return, RSI, MACD divergence, Bollinger Bands position, ATR volatility, and 5-bar momentum. It includes walk-forward training and automatic grid search for hyperparameters (C and Gamma).
LightGBM (Gradient Boosting) — A decision-tree boosting engine trained on recent tick data. It applies leaf-wise growth with overfitting control via `min_data_in_leaf`, an adaptive learning rate, and up to 50 boosting rounds. It automatically retrains using a sliding window of market data.
Both models issue independent signals (+1 BUY / -1 SELL / 0 NEUTRAL) that merge into a unified AI consensus with a confidence level (0 to 1); this serves as the decisive filter for enabling market entries.
NRTR Channel (Nick Rypock Trailing Reverse)
The system incorporates a dynamic NRTR channel based on ATR(14) with a multiplier of 2.0 and a 40-bar period. This channel defines the market's structural direction, acting as a macro-trend filter and a visual reference for identifying dynamic support and resistance zones. It updates only with each new candle to optimize performance.
Entry System — Adaptive Grid Scalper
Entries are executed via pending stop orders (BUY STOP / SELL STOP), placed at a delta distance from the current price (3 pips by default). The system maintains up to 5 simultaneous pending orders per direction, with real-time margin checks performed before each submission.
Entries are enabled only when:
The AI consensus is favorable
The NRTR channel confirms the direction
The spread is within the maximum allowed limit (30 pips)
Trading hours are active (01:00 to 23:00)
Risk and Capital Management
Parameter Configured Value
Recommended capital USD 500
Fixed lot size 0.10
Stop Loss 20 pips per trade
Risk per trade ~0.5% of capital
Maximum allowed spread 30 pips
Recommended broker Fusion Markets (Raw Spread / ECN)
Open Position Management
Automatic profit target closure: Positions close automatically upon reaching a 15-pip profit, ensuring consistent results without relying on fixed Take Profit (TP) levels.
Aggressive Dynamic Trailing Stop: The system activates the trailing stop once a 5-pip profit is reached. As profit increases, the trailing step progressively decreases (from 2.0 to 1.0 pips), locking in gains more tightly.
Automatic Break-Even: Upon reaching a 30-pip profit, the stop loss automatically moves to the entry price, eliminating trade risk. Real-Time Visual Dashboard
The EA features a "Deep Space / Neon Gold" style visual dashboard displaying real-time data: SVM signal, LightGBM signal, AI consensus with confidence level, NRTR channel direction, current spread, active pending orders, and floating profit. It updates with every new candle for maximum efficiency.
Recommended Technical Setup
Pair: XAU/USD
Timeframe: M5
Lot Size: 0.10
Minimum Capital: USD 500
Broker: Fusion Markets (Raw Spread or Standard account)
Platform: MetaTrader 5
VPS: Recommended for uninterrupted 24/5 trading
