commit ad50cc66cbf855d7fecba3714737c7599b652bf3
Author: FxPouya <59786270+FxPouya@users.noreply.github.com>
Date: Wed Dec 24 13:07:51 2025 +0330
Add files via upload
diff --git a/DEPLOYMENT_CHECKLIST.md b/DEPLOYMENT_CHECKLIST.md
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+# FxMathQuant-Web Deployment Checklist
+
+## ✅ Pre-Deployment Checklist
+
+### Files Ready for GitHub Pages
+
+- [x] DataProvider EAs copied to `downloads/` folder
+ - `FxMathQuant_DataExporter_MT4.ex4`
+ - `FxMathQuant_DataExporter_MT5.ex5`
+ - `README.md` (DataProvider guide)
+
+- [x] User Manual created
+ - `USER_MANUAL.md` - Comprehensive guide
+
+- [x] Contact Information Updated
+ - Email: fxmathsolution@gmail.com
+ - Telegram: https://t.me/FxMath
+
+- [x] Logout Button Added
+ - Located in header (top-right)
+ - Icon: 🚪
+ - Function: `logoutLicense()`
+
+- [x] Session Management
+ - **Duration**: Persists until manual logout or browser data clear
+ - **No auto-logout**: Session remains active
+ - **Stored in**: localStorage
+
+- [x] CSV Upload Fix
+ - Accepts capitalized column names (Time, Open, High, Low, Close)
+ - Compatible with MT4/MT5 DataProvider EA exports
+
+- [x] Cache Busting
+ - `main.js?v=2.0` - Forces browser to load updated file
+
+## 📋 Deployment Steps
+
+### 1. Create GitHub Repository
+
+```bash
+# On GitHub.com
+1. Click "New Repository"
+2. Name: FxMathQuant-Web
+3. Visibility: Public
+4. Add README: Yes
+5. Click "Create repository"
+```
+
+### 2. Enable GitHub Pages
+
+```bash
+# In repository settings
+1. Go to Settings → Pages
+2. Source: Deploy from a branch
+3. Branch: main
+4. Folder: / (root)
+5. Click "Save"
+```
+
+### 3. Upload Files
+
+**Option A: Web Interface**
+```bash
+1. Click "Add file" → "Upload files"
+2. Drag entire FxMathQuant-Web folder contents
+3. Commit message: "Initial deployment"
+4. Click "Commit changes"
+```
+
+**Option B: Git Command Line**
+```bash
+cd /home/fxmathai/Desktop/2025-12/FxMathQuant-Web-Version/FxMathQuant-Web
+
+git init
+git add .
+git commit -m "Initial deployment"
+git branch -M main
+git remote add origin https://github.com/YOUR_USERNAME/FxMathQuant-Web.git
+git push -u origin main
+```
+
+### 4. Wait for Deployment
+
+- GitHub Actions will build and deploy (1-2 minutes)
+- Check "Actions" tab for progress
+- Green checkmark = deployed successfully
+
+### 5. Test Live Site
+
+```
+https://YOUR_USERNAME.github.io/FxMathQuant-Web/
+```
+
+Test:
+1. License activation
+2. CSV upload
+3. Strategy generation
+4. Downloads
+5. Logout button
+
+## 🔧 Post-Deployment Configuration
+
+### Update API URL (Already Done)
+
+```javascript
+// js/login.js - Line 7
+const API_URL = 'https://fxmath.com/quantw/api/validate.php';
+```
+
+### Server-Side Setup (Already Complete)
+
+- ✅ Server deployed at: https://fxmath.com/quantw/
+- ✅ Admin panel: https://fxmath.com/quantw/admin/
+- ✅ API endpoint: https://fxmath.com/quantw/api/validate.php
+- ✅ License generation API: https://fxmath.com/quantw/api/create.php
+
+## 📁 File Structure
+
+```
+FxMathQuant-Web/
+├── index.html (main app)
+├── login.html (license activation)
+├── USER_MANUAL.md (comprehensive guide)
+├── css/
+│ └── style.css
+├── js/
+│ ├── main.js (v2.0 - cache busted)
+│ ├── login.js (API URL updated)
+│ ├── license-check.js
+│ ├── backtester.js
+│ ├── ga-engine.js
+│ ├── strategy.js
+│ ├── strategy-details.js
+│ ├── html-report-generator.js
+│ ├── ui-controller.js
+│ ├── rule-parser.js
+│ ├── mq4-converter.js
+│ ├── mq5-converter.js
+│ ├── ctrader-converter.js
+│ └── pine-converter.js
+├── downloads/
+│ ├── FxMathQuant_DataExporter_MT4.ex4
+│ ├── FxMathQuant_DataExporter_MT5.ex5
+│ └── README.md
+├── data/
+│ └── (sample CSV files)
+└── assets/
+ └── (images, icons)
+```
+
+## 🎯 Features Summary
+
+### License System
+- ✅ License activation required
+- ✅ Lifetime and time-limited licenses supported
+- ✅ Session persists until logout
+- ✅ Logout button in header
+- ✅ API validation against production server
+
+### Data Import
+- ✅ CSV upload (drag-and-drop or browse)
+- ✅ Accepts MT4/MT5 DataProvider EA format
+- ✅ Capitalized column names supported
+- ✅ 10,000+ bars recommended
+
+### Strategy Generation
+- ✅ Genetic algorithm optimization
+- ✅ Configurable parameters
+- ✅ Real-time progress tracking
+- ✅ Multiple strategies per run
+
+### Results & Downloads
+- ✅ Strategy details modal
+- ✅ BUY/SELL rules display
+- ✅ Equity curve chart
+- ✅ Hourly performance analysis
+- ✅ Trade statement
+- ✅ Download formats: MQ4, MQ5, cTrader, Pine Script, HTML, JSON
+
+### User Support
+- ✅ Comprehensive user manual
+- ✅ DataProvider EA guide
+- ✅ Contact: fxmathsolution@gmail.com
+- ✅ Telegram: https://t.me/FxMath
+
+## 🔒 Security
+
+- ✅ License validation via API
+- ✅ HTTPS required for production
+- ✅ CORS enabled for GitHub Pages
+- ✅ No sensitive data stored client-side
+- ✅ Session in localStorage (can be cleared)
+
+## 📊 Session Management
+
+### How It Works
+1. User activates license on `login.html`
+2. License validated against API
+3. License info stored in `localStorage`
+4. `license-check.js` validates on every page load
+5. Session persists until:
+ - User clicks logout button
+ - User clears browser data
+ - License expires (for time-limited)
+
+### Logout Process
+1. User clicks 🚪 button in header
+2. Confirmation dialog appears
+3. `localStorage` cleared
+4. Redirected to `login.html`
+
+## 🎉 Ready for Deployment!
+
+All files are prepared and ready to upload to GitHub Pages.
+
+**Next Action**: Upload to GitHub and test!
diff --git a/README.md b/README.md
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+# FxMathQuant Web - AI-Powered Strategy Generator
+
+🚀 **Generate profitable trading strategies using Genetic Algorithms - 100% in your browser!**
+
+## Features
+
+✅ **Client-Side Processing** - Everything runs in your browser, no server needed
+✅ **AI-Powered** - Genetic Algorithm evolves profitable trading strategies
+✅ **Fast Backtesting** - Optimized JavaScript with typed arrays
+✅ **MQ4/MQ5 Export** - Generate ready-to-use MetaTrader Expert Advisors
+✅ **HTML Reports** - Beautiful performance reports with interactive charts
+✅ **GitHub Pages Ready** - Host for FREE on GitHub Pages
+
+## How It Works
+
+1. **Upload CSV Data** - Export OHLC data from MT4/MT5 and upload
+2. **Configure GA** - Set population, generations, and performance filters
+3. **Generate Strategies** - AI evolves profitable trading strategies
+4. **Download Code** - Get MQ4, MQ5, and HTML reports
+
+## Quick Start
+
+### Option 1: Local Development
+
+```bash
+# Clone or download this folder
+cd FxMathQuant-Web
+
+# Serve with any HTTP server
+python -m http.server 8000
+# or
+npx serve
+
+# Open browser
+open http://localhost:8000
+```
+
+### Option 2: GitHub Pages (Recommended)
+
+1. **Create GitHub Repository**
+ ```bash
+ git init
+ git add .
+ git commit -m "Initial commit"
+ git branch -M main
+ git remote add origin https://github.com/yourusername/fxmathquant-web.git
+ git push -u origin main
+ ```
+
+2. **Enable GitHub Pages**
+ - Go to repository Settings → Pages
+ - Source: Deploy from branch `main`
+ - Folder: `/ (root)`
+ - Save
+
+3. **Access Your App**
+ - URL: `https://yourusername.github.io/fxmathquant-web/`
+
+## Preparing Data
+
+### MT4/MT5 Data Export
+
+Create a simple EA to export OHLC data:
+
+**MT4 Script (SaveOHLC.mq4):**
+```mql4
+//+------------------------------------------------------------------+
+//| Script to export OHLC data to CSV |
+//+------------------------------------------------------------------+
+void OnStart()
+{
+ string filename = Symbol() + "_" + PeriodToString() + ".csv";
+ int handle = FileOpen(filename, FILE_WRITE|FILE_CSV);
+
+ if(handle != INVALID_HANDLE)
+ {
+ FileWrite(handle, "time", "open", "high", "low", "close");
+
+ int bars = iBars(Symbol(), Period());
+ for(int i = bars - 1; i >= 0; i--)
+ {
+ FileWrite(handle,
+ TimeToString(iTime(Symbol(), Period(), i)),
+ iOpen(Symbol(), Period(), i),
+ iHigh(Symbol(), Period(), i),
+ iLow(Symbol(), Period(), i),
+ iClose(Symbol(), Period(), i)
+ );
+ }
+
+ FileClose(handle);
+ Print("Data exported to: ", filename);
+ }
+}
+
+string PeriodToString()
+{
+ switch(Period())
+ {
+ case PERIOD_M1: return "M1";
+ case PERIOD_M5: return "M5";
+ case PERIOD_M15: return "M15";
+ case PERIOD_M30: return "M30";
+ case PERIOD_H1: return "H1";
+ case PERIOD_H4: return "H4";
+ case PERIOD_D1: return "D1";
+ default: return "Unknown";
+ }
+}
+```
+
+**MT5 Script (SaveOHLC.mq5):**
+```mql5
+//+------------------------------------------------------------------+
+//| Script to export OHLC data to CSV |
+//+------------------------------------------------------------------+
+void OnStart()
+{
+ string filename = _Symbol + "_" + PeriodToString() + ".csv";
+ int handle = FileOpen(filename, FILE_WRITE|FILE_CSV);
+
+ if(handle != INVALID_HANDLE)
+ {
+ FileWrite(handle, "time", "open", "high", "low", "close");
+
+ int bars = Bars(_Symbol, _Period);
+ datetime time[];
+ double open[], high[], low[], close[];
+
+ CopyTime(_Symbol, _Period, 0, bars, time);
+ CopyOpen(_Symbol, _Period, 0, bars, open);
+ CopyHigh(_Symbol, _Period, 0, bars, high);
+ CopyLow(_Symbol, _Period, 0, bars, low);
+ CopyClose(_Symbol, _Period, 0, bars, close);
+
+ for(int i = bars - 1; i >= 0; i--)
+ {
+ FileWrite(handle,
+ TimeToString(time[i]),
+ open[i],
+ high[i],
+ low[i],
+ close[i]
+ );
+ }
+
+ FileClose(handle);
+ Print("Data exported to: ", filename);
+ }
+}
+
+string PeriodToString()
+{
+ switch(_Period)
+ {
+ case PERIOD_M1: return "M1";
+ case PERIOD_M5: return "M5";
+ case PERIOD_M15: return "M15";
+ case PERIOD_M30: return "M30";
+ case PERIOD_H1: return "H1";
+ case PERIOD_H4: return "H4";
+ case PERIOD_D1: return "D1";
+ default: return "Unknown";
+ }
+}
+```
+
+## Configuration Guide
+
+### GA Parameters
+
+| Parameter | Recommended | Description |
+|-----------|-------------|-------------|
+| Population | 100-200 | Strategies per generation |
+| Generations | 50-100 | Evolution cycles |
+| Strategies to Find | 5-10 | Target number of strategies |
+
+### Performance Filters
+
+| Filter | Recommended | Description |
+|--------|-------------|-------------|
+| Min Profit Factor | 1.5-2.0 | Minimum PF required |
+| Min Win Rate | 45-55% | Minimum win rate |
+| Max Drawdown | 20-30% | Maximum acceptable DD |
+| Min Trades | 30-50 | Minimum trade count |
+
+## Performance
+
+- **Processing Speed:** ~50-100 strategies/second (depends on device)
+- **Recommended Data Size:** 1,000-5,000 bars
+- **Browser Support:** Chrome, Firefox, Safari, Edge (latest versions)
+
+## Technical Stack
+
+- **Frontend:** Vanilla HTML5 + JavaScript (no frameworks)
+- **Charts:** Chart.js 4.4.0
+- **CSV Parsing:** PapaParse 5.4.1
+- **Styling:** Custom CSS with dark theme
+- **Hosting:** GitHub Pages compatible
+
+## Project Structure
+
+```
+FxMathQuant-Web/
+├── index.html # Main page
+├── css/
+│ └── style.css # Styles
+├── js/
+│ ├── main.js # App controller
+│ ├── strategy.js # Strategy class
+│ ├── backtester.js # Backtesting engine
+│ ├── ga-engine.js # Genetic Algorithm
+│ ├── mq4-generator.js # MQ4 code generator
+│ ├── mq5-generator.js # MQ5 code generator
+│ └── report-generator.js # HTML report generator
+└── README.md
+```
+
+## Browser Compatibility
+
+✅ Chrome 90+
+✅ Firefox 88+
+✅ Safari 14+
+✅ Edge 90+
+
+## Limitations
+
+- **Dataset Size:** Recommended max 5,000 bars for optimal performance
+- **Processing Time:** Depends on device CPU (slower on mobile)
+- **Storage:** All data stays in browser (not saved to server)
+
+## FAQ
+
+**Q: Is my data sent to a server?**
+A: No! Everything runs 100% in your browser. Your data never leaves your device.
+
+**Q: Can I use this offline?**
+A: Yes, once loaded. Download the files and open `index.html` locally.
+
+**Q: How accurate is the backtesting?**
+A: Very accurate. Uses the same logic as the Python version with ATR-based SL/TP.
+
+**Q: Can I modify the generated MQ4/MQ5 code?**
+A: Yes! The code is clean and well-commented for easy customization.
+
+## Support
+
+- **Website:** https://fxmathquant.com
+- **Email:** support@fxmath.com
+- **GitHub:** https://github.com/yourusername/fxmathquant-web
+
+## License
+
+© 2025 FxMathQuant. All rights reserved.
+
+## Disclaimer
+
+⚠️ **Trading Risk Warning**
+
+Trading forex and CFDs carries a high level of risk. Past performance is not indicative of future results. Always test strategies on demo accounts before live trading. Never invest more than you can afford to lose.
+
+---
+
+**Made with ❤️ by FxMathQuant**
diff --git a/USER_MANUAL.md b/USER_MANUAL.md
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+# FxMathQuant Strategy Finder - User Manual
+
+**AI-Powered Trading Strategy Generator**
+
+---
+
+## 📋 Table of Contents
+
+1. [Getting Started](#getting-started)
+2. [License Activation](#license-activation)
+3. [Exporting Data from MT4/MT5](#exporting-data)
+4. [Uploading Data](#uploading-data)
+5. [Configuring Strategy Generation](#configuration)
+6. [Generating Strategies](#generation)
+7. [Viewing Results](#results)
+8. [Downloading Strategies](#downloading)
+9. [Troubleshooting](#troubleshooting)
+10. [Contact Support](#support)
+
+---
+
+## 🚀 Getting Started
+
+### What is FxMathQuant?
+
+FxMathQuant is an AI-powered trading strategy generator that uses genetic algorithms to discover profitable trading strategies from your historical price data.
+
+### System Requirements
+
+- **Web Browser**: Chrome, Firefox, Safari, or Edge (latest version)
+- **MetaTrader**: MT4 or MT5 (for data export)
+- **License Key**: Required for access
+
+---
+
+## 🔑 License Activation
+
+### Step 1: Obtain License Key
+
+Purchase a license from:
+- **Website**: https://fxmath.com
+- **Email**: fxmathsolution@gmail.com
+- **Telegram**: https://t.me/FxMath
+
+### Step 2: Activate License
+
+1. **Open the application** in your web browser
+2. **Enter your license key** in the format: `XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX`
+3. **Click "Activate License"**
+4. **Wait for validation** (requires internet connection)
+5. **You'll be redirected** to the main application
+
+### License Types
+
+- **Lifetime License**: Never expires, unlimited use
+- **Time-Limited License**: Valid for specified days (30, 90, 365, etc.)
+
+### Session Duration
+
+- **Active Session**: Remains active until you logout or clear browser data
+- **Auto-Logout**: No automatic logout (session persists)
+- **Manual Logout**: Click the logout button in the top-right corner
+
+---
+
+## 📊 Exporting Data from MT4/MT5
+
+### Download Data Provider EA
+
+1. **Download the EA** from the application:
+ - MT4: `FxMathQuant_DataExporter_MT4.ex4`
+ - MT5: `FxMathQuant_DataExporter_MT5.ex5`
+
+2. **Install in MetaTrader**:
+ - Copy to `MQL4/Experts/` (MT4) or `MQL5/Experts/` (MT5)
+ - Restart MetaTrader
+ - Find in Navigator → Expert Advisors
+
+### Export Historical Data
+
+1. **Open a chart** (e.g., XAUUSD H1)
+2. **Drag the EA** onto the chart
+3. **Configure settings**:
+ - **Bars to Export**: 10,000 (recommended)
+ - **Remove Suffix**: true (removes broker suffix)
+ - **Export Folder**: FxMathQuant
+4. **Click "Export to CSV"** button
+5. **Wait for completion** message
+6. **Find your file**: `MQL4/Files/FxMathQuant/XAUUSD_H1.csv`
+
+### Recommended Data
+
+| Timeframe | Bars | Use Case |
+|-----------|------|----------|
+| **M15** | 10,000 | Scalping strategies |
+| **H1** | 10,000 | Intraday trading |
+| **H4** | 5,000 | Swing trading |
+| **D1** | 3,000 | Position trading |
+
+---
+
+## 📤 Uploading Data
+
+### Step 1: Upload CSV File
+
+1. **Click "Browse"** or drag-and-drop your CSV file
+2. **Select the file** exported from MT4/MT5
+3. **Wait for parsing** (10,000 bars ≈ 2-3 seconds)
+4. **Confirmation**: "Data loaded successfully: X bars"
+
+### Supported Format
+
+```csv
+Time,Open,High,Low,Close,Tick_Volume,Spread,Real_Volume
+2024-04-18 01:00:00,2361.73,2367.69,2361.37,2365.29,2325,7,0
+```
+
+**Note**: Column names can be lowercase or capitalized.
+
+---
+
+## ⚙️ Configuring Strategy Generation
+
+### Genetic Algorithm Settings
+
+| Parameter | Default | Range | Description |
+|-----------|---------|-------|-------------|
+| **Population Size** | 100 | 50-500 | Number of strategies per generation |
+| **Generations** | 50 | 10-200 | Number of evolution cycles |
+| **Mutation Rate** | 0.1 | 0.01-0.5 | Probability of random changes |
+| **Crossover Rate** | 0.7 | 0.3-0.9 | Probability of combining strategies |
+| **Elite Size** | 5 | 1-20 | Best strategies preserved each generation |
+
+### Strategy Criteria
+
+| Criteria | Default | Description |
+|----------|---------|-------------|
+| **Min Profit Factor** | 1.5 | Minimum ratio of profit to loss |
+| **Min Win Rate** | 50% | Minimum percentage of winning trades |
+| **Min Total Trades** | 30 | Minimum number of trades |
+| **Max Drawdown** | 30% | Maximum equity drawdown allowed |
+
+### Recommended Settings
+
+**For Beginners:**
+- Population: 100
+- Generations: 50
+- Min Profit Factor: 1.5
+- Min Win Rate: 50%
+
+**For Advanced Users:**
+- Population: 200-300
+- Generations: 100-150
+- Min Profit Factor: 2.0
+- Min Win Rate: 55%
+
+---
+
+## 🎯 Generating Strategies
+
+### Step 1: Start Generation
+
+1. **Review your settings**
+2. **Click "Start Generation"**
+3. **Monitor progress**:
+ - Current generation
+ - Strategies found
+ - Best fitness score
+ - Time elapsed
+
+### Step 2: Wait for Completion
+
+- **Time estimate**: 30 seconds to 5 minutes
+- **Depends on**:
+ - Population size
+ - Number of generations
+ - Data size
+ - Computer speed
+
+### Step 3: Review Results
+
+- **Strategies found**: Number of strategies meeting criteria
+- **Best strategy**: Highest fitness score
+- **Generation**: When the strategy was discovered
+
+---
+
+## 📈 Viewing Results
+
+### Strategy List
+
+Each strategy shows:
+- **Profit Factor**: Ratio of gross profit to gross loss
+- **Win Rate**: Percentage of winning trades
+- **Total Trades**: Number of trades executed
+- **Net Profit**: Total profit in currency
+- **Max Drawdown**: Largest equity drop
+
+### Strategy Details
+
+Click "View Details" to see:
+
+1. **Performance Metrics**:
+ - Profit Factor, Win Rate, Total Trades
+ - Net Profit, Max Drawdown, Recovery Factor
+ - Average Win/Loss, Largest Win/Loss
+
+2. **BUY Rules**:
+ - Entry conditions (e.g., `RSI(14) < 30`)
+ - All rules must be true for BUY signal
+
+3. **SELL Rules**:
+ - Entry conditions (inverted from BUY)
+ - All rules must be true for SELL signal
+
+4. **Equity Curve**:
+ - Visual representation of account growth
+ - Shows drawdown periods
+
+5. **Hourly Performance**:
+ - Best/worst trading hours
+ - Win rate by hour
+ - Profit by hour
+
+6. **Trade Statement**:
+ - Complete list of all trades
+ - Entry/exit times and prices
+ - Profit/loss per trade
+
+---
+
+## 💾 Downloading Strategies
+
+### Available Formats
+
+1. **MetaTrader 4 (.mq4)**:
+ - For MT4 platform
+ - Includes all input parameters
+ - Ready to compile and use
+
+2. **MetaTrader 5 (.mq5)**:
+ - For MT5 platform
+ - Includes all input parameters
+ - Ready to compile and use
+
+3. **cTrader (.cs)**:
+ - For cTrader platform
+ - C# source code
+ - Ready to compile
+
+4. **TradingView (Pine Script)**:
+ - For TradingView platform
+ - Pine Script v5
+ - Ready to use
+
+5. **HTML Report**:
+ - Comprehensive performance report
+ - Includes all charts and metrics
+ - Shareable and printable
+
+6. **JSON Data**:
+ - Raw strategy data
+ - For custom integrations
+ - Machine-readable format
+
+### How to Download
+
+1. **Click "Download"** button on strategy card
+2. **Select format** from dropdown
+3. **File downloads** automatically
+4. **Install in your platform**:
+ - MT4/MT5: Copy to `Experts/` folder
+ - cTrader: Import as cBot
+ - TradingView: Copy-paste Pine Script
+
+---
+
+## 🐛 Troubleshooting
+
+### CSV Upload Issues
+
+**Error: "CSV must contain: time, open, high, low, close columns"**
+- **Solution**: Ensure CSV has required columns
+- **Check**: Column names can be lowercase or capitalized
+- **Try**: Re-export from MT4/MT5 using DataProvider EA
+
+**Error: "CSV file is empty"**
+- **Solution**: Check file has data rows
+- **Try**: Open CSV in Excel/Notepad to verify
+
+### License Issues
+
+**Error: "Invalid license key"**
+- **Solution**: Check key format (32 characters with dashes)
+- **Try**: Copy-paste from email (avoid typing)
+
+**Error: "License has expired"**
+- **Solution**: Contact support for renewal
+- **Email**: fxmathsolution@gmail.com
+
+**Error: "License validation failed"**
+- **Solution**: Check internet connection
+- **Try**: Disable VPN/proxy
+- **Contact**: Support if issue persists
+
+### Generation Issues
+
+**No strategies found**
+- **Solution**: Relax criteria (lower Min Profit Factor, Win Rate)
+- **Try**: Increase population size and generations
+- **Check**: Data quality (enough bars, no gaps)
+
+**Generation too slow**
+- **Solution**: Reduce population size and generations
+- **Try**: Use smaller dataset (fewer bars)
+- **Check**: Close other browser tabs
+
+### Browser Issues
+
+**Page not loading**
+- **Solution**: Clear browser cache (Ctrl+Shift+R)
+- **Try**: Use incognito/private mode
+- **Check**: JavaScript is enabled
+
+**Charts not displaying**
+- **Solution**: Disable ad blockers
+- **Try**: Different browser
+- **Check**: Internet connection
+
+---
+
+## 📞 Contact Support
+
+### Get Help
+
+**Email**: fxmathsolution@gmail.com
+- Response time: 24-48 hours
+- Include: License key, error message, screenshots
+
+**Telegram**: https://t.me/FxMath
+- Faster response
+- Community support
+- Updates and announcements
+
+**Website**: https://fxmath.com
+- Documentation
+- Video tutorials
+- FAQ
+
+### Before Contacting Support
+
+Please provide:
+1. **License key** (first 8 characters)
+2. **Error message** (exact text or screenshot)
+3. **Browser** (Chrome, Firefox, etc.) and version
+4. **Steps to reproduce** the issue
+5. **CSV file** (if upload issue)
+
+---
+
+## 📚 Additional Resources
+
+### Video Tutorials
+
+- **Getting Started**: https://fxmath.com/tutorials/getting-started
+- **Data Export**: https://fxmath.com/tutorials/data-export
+- **Strategy Generation**: https://fxmath.com/tutorials/generation
+- **Advanced Settings**: https://fxmath.com/tutorials/advanced
+
+### Documentation
+
+- **DataProvider EA Guide**: See `downloads/README.md`
+- **API Documentation**: For developers
+- **License System**: Setup and management
+
+### Community
+
+- **Telegram Group**: https://t.me/FxMath
+- **Discord**: https://discord.gg/fxmath
+- **Forum**: https://forum.fxmath.com
+
+---
+
+## ⚠️ Important Notes
+
+### Disclaimer
+
+- **Past performance** does not guarantee future results
+- **Backtest results** may differ from live trading
+- **Always test** strategies on demo account first
+- **Risk management** is essential
+- **No guarantee** of profitability
+
+### Best Practices
+
+1. **Test thoroughly** on demo before live
+2. **Use proper lot sizing** (1-2% risk per trade)
+3. **Monitor performance** regularly
+4. **Update data** monthly for fresh strategies
+5. **Diversify** across multiple strategies and pairs
+6. **Set stop-loss** on all trades
+7. **Keep records** of all trades
+
+### Data Privacy
+
+- **All data** is processed locally in your browser
+- **No data** is sent to external servers
+- **License validation** only sends license key
+- **CSV files** remain on your computer
+- **Strategies** are yours to keep
+
+---
+
+## 🎓 Tips for Success
+
+### Data Quality
+
+- Use **quality broker** with good historical data
+- Export **enough bars** (10,000+ recommended)
+- Check for **data gaps** (weekends are normal)
+- **Update regularly** (monthly) for current market conditions
+
+### Strategy Selection
+
+- **Don't overfit**: Avoid too many rules
+- **Diversify**: Use multiple strategies
+- **Validate**: Test on different time periods
+- **Monitor**: Track live performance
+
+### Risk Management
+
+- **Never risk** more than 2% per trade
+- **Use stop-loss** always
+- **Position sizing**: Based on account size
+- **Drawdown limit**: Stop trading at 20% drawdown
+
+---
+
+**Happy Trading! 🎯**
+
+For support: fxmathsolution@gmail.com | https://t.me/FxMath
+
+© 2025 FxMath Solution. All rights reserved.
diff --git a/assets/sample-data/XAUUSD_H1.csv b/assets/sample-data/XAUUSD_H1.csv
new file mode 100644
index 0000000..4802ca9
--- /dev/null
+++ b/assets/sample-data/XAUUSD_H1.csv
@@ -0,0 +1,15001 @@
+Time,Open,High,Low,Close,Tick_Volume,Spread,Real_Volume
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diff --git a/css/style.css b/css/style.css
new file mode 100644
index 0000000..b303ff5
--- /dev/null
+++ b/css/style.css
@@ -0,0 +1,817 @@
+/* FxMathQuant Web - Modern Dark Theme */
+
+:root {
+ --bg-primary: #0a0e27;
+ --bg-secondary: #151932;
+ --bg-card: #1a1f3a;
+ --bg-hover: #252b4a;
+
+ --text-primary: #ffffff;
+ --text-secondary: #a0aec0;
+ --text-muted: #718096;
+
+ --accent-primary: #667eea;
+ --accent-secondary: #764ba2;
+ --accent-success: #48bb78;
+ --accent-danger: #f56565;
+ --accent-warning: #ed8936;
+
+ --border-color: #2d3748;
+ --shadow: 0 10px 30px rgba(0, 0, 0, 0.3);
+ --shadow-lg: 0 20px 60px rgba(0, 0, 0, 0.5);
+
+ --font-primary: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
+}
+
+* {
+ margin: 0;
+ padding: 0;
+ box-sizing: border-box;
+}
+
+body {
+ font-family: var(--font-primary);
+ background: linear-gradient(135deg, var(--bg-primary) 0%, #1a1f3a 100%);
+ color: var(--text-primary);
+ min-height: 100vh;
+ line-height: 1.6;
+}
+
+.container {
+ max-width: 1200px;
+ margin: 0 auto;
+ padding: 0 20px;
+}
+
+/* Header */
+.header {
+ background: rgba(26, 31, 58, 0.8);
+ backdrop-filter: blur(10px);
+ border-bottom: 1px solid var(--border-color);
+ padding: 20px 0;
+ position: sticky;
+ top: 0;
+ z-index: 100;
+}
+
+.header-content {
+ display: flex;
+ justify-content: space-between;
+ align-items: center;
+}
+
+.logo h1 {
+ font-size: 28px;
+ font-weight: 700;
+ background: linear-gradient(135deg, var(--accent-primary), var(--accent-secondary));
+ -webkit-background-clip: text;
+ -webkit-text-fill-color: transparent;
+ background-clip: text;
+}
+
+.logo .subtitle {
+ font-size: 12px;
+ color: var(--text-secondary);
+ text-transform: uppercase;
+ letter-spacing: 2px;
+}
+
+.btn-icon {
+ background: var(--bg-card);
+ border: 1px solid var(--border-color);
+ color: var(--text-primary);
+ width: 40px;
+ height: 40px;
+ border-radius: 8px;
+ cursor: pointer;
+ transition: all 0.3s ease;
+}
+
+.btn-icon:hover {
+ background: var(--bg-hover);
+ transform: translateY(-2px);
+}
+
+/* Main Content */
+.main-content {
+ padding: 40px 0;
+ min-height: calc(100vh - 200px);
+}
+
+.section {
+ display: none;
+ animation: fadeIn 0.5s ease;
+}
+
+.section.active {
+ display: block;
+}
+
+@keyframes fadeIn {
+ from {
+ opacity: 0;
+ transform: translateY(20px);
+ }
+
+ to {
+ opacity: 1;
+ transform: translateY(0);
+ }
+}
+
+.section-header {
+ text-align: center;
+ margin-bottom: 40px;
+}
+
+.section-header h2 {
+ font-size: 32px;
+ font-weight: 700;
+ margin-bottom: 10px;
+}
+
+.section-header p {
+ color: var(--text-secondary);
+ font-size: 16px;
+}
+
+/* Upload Zone */
+.upload-zone {
+ background: var(--bg-card);
+ border: 2px dashed var(--border-color);
+ border-radius: 16px;
+ padding: 60px 40px;
+ text-align: center;
+ cursor: pointer;
+ transition: all 0.3s ease;
+ margin-bottom: 30px;
+}
+
+.upload-zone:hover {
+ border-color: var(--accent-primary);
+ background: var(--bg-hover);
+ transform: translateY(-5px);
+ box-shadow: var(--shadow);
+}
+
+.upload-zone.dragover {
+ border-color: var(--accent-success);
+ background: rgba(72, 187, 120, 0.1);
+}
+
+.upload-icon {
+ font-size: 64px;
+ margin-bottom: 20px;
+}
+
+.upload-zone h3 {
+ font-size: 24px;
+ margin-bottom: 10px;
+}
+
+.upload-zone p {
+ color: var(--text-secondary);
+ margin-bottom: 20px;
+}
+
+/* Data Preview */
+.data-preview {
+ background: var(--bg-card);
+ border-radius: 16px;
+ padding: 30px;
+ box-shadow: var(--shadow);
+}
+
+.data-preview.hidden {
+ display: none;
+}
+
+.data-info {
+ display: flex;
+ gap: 30px;
+ margin-bottom: 20px;
+ padding: 15px;
+ background: var(--bg-secondary);
+ border-radius: 8px;
+}
+
+.data-info span {
+ font-weight: 600;
+ color: var(--text-secondary);
+}
+
+.table-container {
+ overflow-x: auto;
+ margin-bottom: 20px;
+}
+
+table {
+ width: 100%;
+ border-collapse: collapse;
+}
+
+thead {
+ background: var(--bg-secondary);
+}
+
+th,
+td {
+ padding: 12px;
+ text-align: left;
+ border-bottom: 1px solid var(--border-color);
+}
+
+th {
+ font-weight: 600;
+ color: var(--text-secondary);
+ text-transform: uppercase;
+ font-size: 12px;
+ letter-spacing: 1px;
+}
+
+tbody tr:hover {
+ background: var(--bg-hover);
+}
+
+/* Configuration */
+.config-grid {
+ display: grid;
+ grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
+ gap: 20px;
+ margin-bottom: 30px;
+}
+
+.config-card {
+ background: var(--bg-card);
+ border-radius: 16px;
+ padding: 30px;
+ box-shadow: var(--shadow);
+ border: 1px solid var(--border-color);
+}
+
+.config-card h3 {
+ font-size: 20px;
+ margin-bottom: 20px;
+ color: var(--accent-primary);
+}
+
+.form-group {
+ margin-bottom: 20px;
+}
+
+.form-group label {
+ display: block;
+ margin-bottom: 8px;
+ font-weight: 600;
+ color: var(--text-secondary);
+}
+
+.form-group input {
+ width: 100%;
+ padding: 12px;
+ background: var(--bg-secondary);
+ border: 1px solid var(--border-color);
+ border-radius: 8px;
+ color: var(--text-primary);
+ font-size: 16px;
+ transition: all 0.3s ease;
+}
+
+.form-group input:focus {
+ outline: none;
+ border-color: var(--accent-primary);
+ box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1);
+}
+
+.form-group small {
+ display: block;
+ margin-top: 5px;
+ color: var(--text-muted);
+ font-size: 12px;
+}
+
+.range-inputs {
+ display: flex;
+ align-items: center;
+ gap: 10px;
+}
+
+.range-inputs input {
+ flex: 1;
+}
+
+.range-inputs span {
+ color: var(--text-secondary);
+}
+
+/* Buttons */
+.btn-primary,
+.btn-secondary,
+.btn-success,
+.btn-danger {
+ padding: 12px 30px;
+ border: none;
+ border-radius: 8px;
+ font-size: 16px;
+ font-weight: 600;
+ cursor: pointer;
+ transition: all 0.3s ease;
+ display: inline-block;
+}
+
+.btn-primary {
+ background: linear-gradient(135deg, var(--accent-primary), var(--accent-secondary));
+ color: white;
+}
+
+.btn-secondary {
+ background: var(--bg-secondary);
+ color: var(--text-primary);
+ border: 1px solid var(--border-color);
+}
+
+.btn-success {
+ background: var(--accent-success);
+ color: white;
+}
+
+.btn-danger {
+ background: var(--accent-danger);
+ color: white;
+}
+
+.btn-primary:hover,
+.btn-success:hover,
+.btn-danger:hover {
+ transform: translateY(-2px);
+ box-shadow: var(--shadow);
+}
+
+.btn-secondary:hover {
+ background: var(--bg-hover);
+}
+
+.btn-small {
+ padding: 6px 12px;
+ font-size: 12px;
+ border-radius: 6px;
+ background: var(--accent-primary);
+ color: white;
+ border: none;
+ cursor: pointer;
+ transition: all 0.3s ease;
+}
+
+.btn-small:hover {
+ background: var(--accent-secondary);
+ transform: translateY(-1px);
+}
+
+.hidden {
+ display: none !important;
+}
+
+.action-buttons {
+ display: flex;
+ gap: 15px;
+ justify-content: center;
+ margin-top: 30px;
+}
+
+/* Progress */
+.progress-container {
+ background: var(--bg-card);
+ border-radius: 16px;
+ padding: 40px;
+ box-shadow: var(--shadow);
+}
+
+.progress-stats {
+ display: grid;
+ grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+ gap: 20px;
+ margin-bottom: 30px;
+}
+
+.stat-card {
+ background: var(--bg-secondary);
+ padding: 20px;
+ border-radius: 12px;
+ text-align: center;
+}
+
+.stat-label {
+ display: block;
+ font-size: 12px;
+ color: var(--text-muted);
+ text-transform: uppercase;
+ letter-spacing: 1px;
+ margin-bottom: 8px;
+}
+
+.stat-value {
+ display: block;
+ font-size: 28px;
+ font-weight: 700;
+ color: var(--accent-primary);
+}
+
+.progress-bar-container {
+ background: var(--bg-secondary);
+ height: 12px;
+ border-radius: 6px;
+ overflow: hidden;
+ margin-bottom: 20px;
+}
+
+.progress-bar {
+ height: 100%;
+ background: linear-gradient(90deg, var(--accent-primary), var(--accent-secondary));
+ width: 0%;
+ transition: width 0.3s ease;
+}
+
+.progress-log {
+ background: var(--bg-secondary);
+ border-radius: 8px;
+ padding: 20px;
+ max-height: 300px;
+ overflow-y: auto;
+ font-family: 'Courier New', monospace;
+ font-size: 13px;
+ margin-bottom: 20px;
+}
+
+.progress-log::-webkit-scrollbar {
+ width: 8px;
+}
+
+.progress-log::-webkit-scrollbar-track {
+ background: var(--bg-primary);
+}
+
+.progress-log::-webkit-scrollbar-thumb {
+ background: var(--accent-primary);
+ border-radius: 4px;
+}
+
+/* Strategy Cards */
+.strategies-grid {
+ display: grid;
+ grid-template-columns: repeat(auto-fill, minmax(350px, 1fr));
+ gap: 20px;
+ margin-bottom: 30px;
+}
+
+.strategy-card {
+ background: var(--bg-card);
+ border-radius: 16px;
+ padding: 25px;
+ box-shadow: var(--shadow);
+ border: 1px solid var(--border-color);
+ transition: all 0.3s ease;
+}
+
+.strategy-card:hover {
+ transform: translateY(-5px);
+ box-shadow: var(--shadow-lg);
+ border-color: var(--accent-primary);
+}
+
+.strategy-header {
+ display: flex;
+ justify-content: space-between;
+ align-items: center;
+ margin-bottom: 20px;
+}
+
+.strategy-name {
+ font-size: 18px;
+ font-weight: 700;
+ color: var(--accent-primary);
+}
+
+.strategy-metrics {
+ display: grid;
+ grid-template-columns: repeat(2, 1fr);
+ gap: 15px;
+ margin-bottom: 20px;
+}
+
+.metric {
+ background: var(--bg-secondary);
+ padding: 12px;
+ border-radius: 8px;
+}
+
+.metric-label {
+ display: block;
+ font-size: 11px;
+ color: var(--text-muted);
+ text-transform: uppercase;
+ margin-bottom: 5px;
+}
+
+.metric-value {
+ display: block;
+ font-size: 20px;
+ font-weight: 700;
+}
+
+.metric-value.positive {
+ color: var(--accent-success);
+}
+
+.metric-value.negative {
+ color: var(--accent-danger);
+}
+
+.strategy-actions {
+ display: flex;
+ gap: 10px;
+}
+
+.strategy-actions button {
+ flex: 1;
+ padding: 10px;
+ font-size: 14px;
+}
+
+/* Modal */
+.modal {
+ display: none;
+ position: fixed;
+ z-index: 1000;
+ left: 0;
+ top: 0;
+ width: 100%;
+ height: 100%;
+ background-color: rgba(0, 0, 0, 0.8);
+ align-items: center;
+ justify-content: center;
+}
+
+.modal-content {
+ background: var(--bg-card);
+ border-radius: 16px;
+ width: 90%;
+ max-width: 900px;
+ max-height: 90vh;
+ overflow-y: auto;
+ box-shadow: var(--shadow-lg);
+ border: 1px solid var(--border-color);
+}
+
+.modal-header {
+ display: flex;
+ justify-content: space-between;
+ align-items: center;
+ padding: 25px 30px;
+ border-bottom: 1px solid var(--border-color);
+}
+
+.modal-header h2 {
+ font-size: 24px;
+ color: var(--accent-primary);
+}
+
+.modal-close {
+ background: none;
+ border: none;
+ color: var(--text-secondary);
+ font-size: 32px;
+ cursor: pointer;
+ transition: color 0.3s ease;
+}
+
+.modal-close:hover {
+ color: var(--text-primary);
+}
+
+.modal-body {
+ padding: 30px;
+}
+
+.metrics-grid-detailed {
+ display: grid;
+ grid-template-columns: repeat(auto-fit, minmax(150px, 1fr));
+ gap: 15px;
+ margin-bottom: 30px;
+}
+
+.metric-detailed {
+ background: var(--bg-secondary);
+ padding: 15px;
+ border-radius: 8px;
+ text-align: center;
+}
+
+.metric-detailed .metric-label {
+ display: block;
+ font-size: 11px;
+ color: var(--text-muted);
+ text-transform: uppercase;
+ margin-bottom: 8px;
+}
+
+.metric-detailed .metric-value {
+ display: block;
+ font-size: 24px;
+ font-weight: 700;
+}
+
+.chart-section {
+ margin-bottom: 30px;
+}
+
+.chart-section h3 {
+ font-size: 18px;
+ margin-bottom: 15px;
+ color: var(--accent-primary);
+}
+
+.chart-section canvas {
+ height: 300px !important;
+}
+
+.rules-section h3 {
+ font-size: 18px;
+ margin-bottom: 15px;
+ color: var(--accent-primary);
+}
+
+.rules-list {
+ background: var(--bg-secondary);
+ padding: 20px;
+ border-radius: 8px;
+ margin-bottom: 15px;
+}
+
+.rule-item {
+ padding: 8px 0;
+ font-family: 'Courier New', monospace;
+ font-size: 14px;
+ color: var(--text-secondary);
+}
+
+.parameters-box {
+ background: var(--bg-secondary);
+ padding: 15px;
+ border-radius: 8px;
+ font-size: 14px;
+ color: var(--text-secondary);
+}
+
+/* Form Select */
+.form-select {
+ width: 100%;
+ padding: 12px;
+ background: var(--bg-secondary);
+ border: 1px solid var(--border-color);
+ border-radius: 8px;
+ color: var(--text-primary);
+ font-size: 16px;
+ transition: all 0.3s ease;
+ cursor: pointer;
+}
+
+.form-select:focus {
+ outline: none;
+ border-color: var(--accent-primary);
+ box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1);
+}
+
+/* Footer */
+.footer {
+ background: var(--bg-secondary);
+ border-top: 1px solid var(--border-color);
+ padding: 30px 0;
+ text-align: center;
+ color: var(--text-muted);
+}
+
+/* Responsive */
+@media (max-width: 768px) {
+ .config-grid {
+ grid-template-columns: 1fr;
+ }
+
+ .strategies-grid {
+ grid-template-columns: 1fr;
+ }
+
+ .progress-stats {
+ grid-template-columns: repeat(2, 1fr);
+ }
+
+ .section-header h2 {
+ font-size: 24px;
+ }
+}
+
+/* Comparison View */
+.comparison-container {
+ display: flex;
+ gap: 20px;
+ overflow-x: auto;
+ padding: 20px 0;
+ min-height: 400px;
+}
+
+.comparison-item {
+ flex: 0 0 400px;
+ background: var(--bg-card);
+ border-radius: 16px;
+ padding: 25px;
+ border: 1px solid var(--border-color);
+ box-shadow: var(--shadow);
+}
+
+.comparison-item h3 {
+ margin-bottom: 20px;
+ color: var(--accent-primary);
+}
+
+/* Checkbox Style */
+.strategy-select {
+ position: absolute;
+ top: 15px;
+ right: 15px;
+ width: 24px;
+ height: 24px;
+ cursor: pointer;
+ accent-color: var(--accent-success);
+}
+
+.strategy-card {
+ position: relative;
+}
+
+/* Trades Table in Modal */
+.trades-section {
+ margin-top: 30px;
+}
+
+.trades-table-container {
+ max-height: 400px;
+ overflow-y: auto;
+ background: var(--bg-secondary);
+ border-radius: 8px;
+ margin-top: 15px;
+}
+
+.trades-table {
+ width: 100%;
+ border-collapse: collapse;
+ font-size: 13px;
+}
+
+.trades-table th {
+ position: sticky;
+ top: 0;
+ background: var(--bg-card);
+ z-index: 10;
+}
+
+.trades-table td,
+.trades-table th {
+ padding: 10px;
+ text-align: left;
+ border-bottom: 1px solid var(--border-color);
+}
+
+.modal-footer-actions {
+ display: flex;
+ gap: 10px;
+ margin-top: 30px;
+ padding-top: 20px;
+ border-top: 1px solid var(--border-color);
+}
+
+/* Badge for trade types */
+.badge {
+ display: inline-block;
+ padding: 4px 8px;
+ background: var(--accent-primary);
+ color: white;
+ border-radius: 4px;
+ font-size: 11px;
+ font-weight: 600;
+}
+
+/* Animations */
+@keyframes pulse {
+
+ 0%,
+ 100% {
+ opacity: 1;
+ }
+
+ 50% {
+ opacity: 0.5;
+ }
+}
+
+.loading {
+ animation: pulse 2s ease-in-out infinite;
+}
\ No newline at end of file
diff --git a/downloads/FxMathQuant_DataExporter_MT4.ex4 b/downloads/FxMathQuant_DataExporter_MT4.ex4
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diff --git a/downloads/FxMathQuant_DataExporter_MT5.ex5 b/downloads/FxMathQuant_DataExporter_MT5.ex5
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diff --git a/downloads/README.md b/downloads/README.md
new file mode 100644
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--- /dev/null
+++ b/downloads/README.md
@@ -0,0 +1,465 @@
+# FxMath Quant Data Exporter
+
+**Export historical price data from MetaTrader 4/5 to CSV format for FxMath Quant Strategy Finder**
+
+## 📋 Overview
+
+These Expert Advisors (EAs) allow you to easily export historical price data from your MetaTrader platform in the exact format required by FxMath Quant Strategy Finder and Optimizer.
+
+## 📦 What's Included
+
+- **FxMathQuant_DataExporter_MT4.mq4** - Expert Advisor for MetaTrader 4
+- **FxMathQuant_DataExporter_MT5.mq5** - Expert Advisor for MetaTrader 5
+- **README.md** - This file with complete instructions
+
+## ✨ Features
+
+✅ **Easy to Use** - Just attach to chart and click export button (or press 'E' key)
+✅ **Configurable Bars** - Set how many bars to export (default: 10,000)
+✅ **Automatic Suffix Removal** - Removes broker suffixes (e.g., XAUUSDpro → XAUUSD)
+✅ **Progress Tracking** - Shows export progress in Expert log
+✅ **CSV Format** - Exact format required by FxMath Quant application
+✅ **On-Chart Button** - Visual button to trigger export
+✅ **Keyboard Shortcut** - Press 'E' key to export
+✅ **Auto-Export Option** - Can export automatically when EA starts
+
+## 📋 CSV Format Generated
+
+The exported file follows this format (matching FxMath Quant requirements):
+
+```csv
+Time,Open,High,Low,Close,Tick_Volume,Spread,Real_Volume
+2023-05-11 21:00:00,2013.87,2015.11,2013.40,2014.39,4858,24,0
+2023-05-11 22:00:00,2014.40,2016.50,2013.41,2014.15,4271,24,0
+2023-05-11 23:00:00,2014.17,2015.08,2013.68,2014.90,1616,24,0
+...
+```
+
+## 🚀 Installation
+
+### For MetaTrader 4
+
+1. **Copy the File**
+ - Copy `FxMathQuant_DataExporter_MT4.mq4` to:
+ - `MetaTrader 4/MQL4/Experts/`
+
+2. **Compile**
+ - Open MetaEditor (F4 in MT4)
+ - Navigate to Experts folder
+ - Double-click `FxMathQuant_DataExporter_MT4.mq4`
+ - Click "Compile" (F7)
+ - Check for success message
+
+3. **Verify Installation**
+ - In MT4, open Navigator (Ctrl+N)
+ - Expand "Expert Advisors"
+ - You should see "FxMathQuant_DataExporter_MT4"
+
+### For MetaTrader 5
+
+1. **Copy the File**
+ - Copy `FxMathQuant_DataExporter_MT5.mq5` to:
+ - `MetaTrader 5/MQL5/Experts/`
+
+2. **Compile**
+ - Open MetaEditor (F4 in MT5)
+ - Navigate to Experts folder
+ - Double-click `FxMathQuant_DataExporter_MT5.mq5`
+ - Click "Compile" (F7)
+ - Check for success message
+
+3. **Verify Installation**
+ - In MT5, open Navigator (Ctrl+N)
+ - Expand "Expert Advisors"
+ - You should see "FxMathQuant_DataExporter_MT5"
+
+## 📖 Usage Instructions
+
+### Method 1: Using On-Chart Button (Easiest)
+
+1. **Open Chart**
+ - Open the chart for the symbol you want to export (e.g., XAUUSD, EURUSD)
+ - Select the timeframe (H1, H4, D1, etc.)
+
+2. **Attach EA**
+ - Drag and drop the EA from Navigator onto the chart
+ - Or right-click chart → Expert Advisors → FxMathQuant_DataExporter_MT4/MT5
+
+3. **Configure Settings** (Optional)
+ - In the EA parameters window:
+ - **BarsToExport**: Number of bars (default: 10000)
+ - **RemoveSuffix**: true/false (removes broker suffix)
+ - **ExportFolder**: Folder name (default: "FxMathQuant")
+ - **AutoExportOnStart**: false (set true for automatic export)
+ - **ShowSuccessMessage**: true (shows completion dialog)
+ - Click "OK"
+
+4. **Export Data**
+ - Click the blue "Export Data to CSV" button that appears on the chart
+ - OR press the 'E' key on your keyboard
+ - Wait for completion message
+
+5. **Find Your File**
+ - **MT4**: `MetaTrader 4/MQL4/Files/FxMathQuant/SYMBOL_TIMEFRAME.csv`
+ - **MT5**: `MetaTrader 5/MQL5/Files/FxMathQuant/SYMBOL_TIMEFRAME.csv`
+ - Example: `XAUUSD_H1.csv`, `EURUSD_M15.csv`
+
+### Method 2: Auto-Export on Start
+
+1. **Attach EA with Auto-Export Enabled**
+ - Drag EA to chart
+ - Set **AutoExportOnStart = true**
+ - Click "OK"
+ - Export starts immediately
+
+2. **Wait for Completion**
+ - Check Expert log (Tools → Experts tab)
+ - Success message appears when done
+
+### Method 3: Using Keyboard Shortcut
+
+1. **Attach EA to Chart**
+ - Drag EA onto chart
+ - Click "OK" with default settings
+
+2. **Press 'E' Key**
+ - Make sure the chart is active
+ - Press the 'E' key on your keyboard
+ - Export begins immediately
+
+## ⚙️ Parameter Reference
+
+| Parameter | Type | Default | Description |
+|-----------|------|---------|-------------|
+| **BarsToExport** | int | 10000 | Number of historical bars to export |
+| **RemoveSuffix** | bool | true | Remove broker suffix from symbol name |
+| **ExportFolder** | string | "FxMathQuant" | Subfolder in MQL4/5/Files/ for exports |
+| **AutoExportOnStart** | bool | false | Export automatically when EA starts |
+| **ShowSuccessMessage** | bool | true | Show popup when export completes |
+
+## 📁 File Naming Convention
+
+The exported files are automatically named using this format:
+
+```
+{SYMBOL}_{TIMEFRAME}.csv
+```
+
+**Examples:**
+- `XAUUSD_H1.csv` - Gold on 1-hour chart
+- `EURUSD_M15.csv` - EUR/USD on 15-minute chart
+- `BTCUSD_D1.csv` - Bitcoin on daily chart
+
+### Suffix Removal Examples
+
+When **RemoveSuffix = true**, broker-specific suffixes are automatically removed:
+
+| Broker Symbol | Exported As |
+|---------------|-------------|
+| XAUUSDpro | XAUUSD |
+| EURUSD.ecn | EURUSD |
+| GBPUSD.lmax | GBPUSD |
+| BTCUSDm | BTCUSD |
+| USDJPY.raw | USDJPY |
+
+## 🔍 Supported Timeframes
+
+### MetaTrader 4
+- M1, M5, M15, M30 (minutes)
+- H1, H4 (hours)
+- D1 (daily)
+- W1 (weekly)
+- MN1 (monthly)
+
+### MetaTrader 5
+- M1, M2, M3, M4, M5, M6, M10, M12, M15, M20, M30 (minutes)
+- H1, H2, H3, H4, H6, H8, H12 (hours)
+- D1 (daily)
+- W1 (weekly)
+- MN1 (monthly)
+
+## 📊 What Data is Exported
+
+Each exported bar contains:
+
+1. **Time** - Bar opening time (YYYY-MM-DD HH:MM:SS format)
+2. **Open** - Opening price
+3. **High** - Highest price
+4. **Low** - Lowest price
+5. **Close** - Closing price
+6. **Tick_Volume** - Number of ticks (always available)
+7. **Spread** - Bid/Ask spread in points
+8. **Real_Volume** - Exchange volume (0 if not available for symbol)
+
+## 💡 Tips for Best Results
+
+### Recommended Number of Bars
+
+| Use Case | Recommended Bars |
+|----------|------------------|
+| **Quick Testing** | 1,000 - 3,000 |
+| **Standard Analysis** | 5,000 - 10,000 |
+| **Comprehensive Analysis** | 15,000 - 30,000 |
+| **Maximum Data** | 50,000+ |
+
+**Note:** More bars = more reliable backtesting results, but slower processing in FxMath Quant.
+
+### Best Timeframes for Strategy Development
+
+- **H1 (1 Hour)** - Good balance of data and trading frequency
+- **H4 (4 Hours)** - Swing trading strategies
+- **D1 (Daily)** - Position trading strategies
+- **M15 (15 Minutes)** - Short-term trading strategies
+
+### Data Quality Tips
+
+✅ **Use Quality Brokers** - Choose brokers with good historical data
+✅ **Check Data Gaps** - Weekends and holidays create gaps (normal)
+✅ **Download More Than Needed** - Export 20-30% more bars as buffer
+✅ **Update Regularly** - Re-export data monthly for latest market conditions
+
+## 🐛 Troubleshooting
+
+### Issue: "Failed to create file"
+
+**Causes:**
+- Permissions issue
+- Folder doesn't exist
+- Disk full
+
+**Solutions:**
+1. Check MT4/MT5 has write permissions
+2. Try changing `ExportFolder` to empty string ""
+3. Free up disk space
+4. Run MT4/MT5 as administrator
+
+### Issue: "Not enough bars available"
+
+**Causes:**
+- Symbol doesn't have enough historical data
+- Data not downloaded yet
+
+**Solutions:**
+1. In MT4/MT5, press F2 to open History Center
+2. Select the symbol and timeframe
+3. Download more history from broker
+4. Reduce `BarsToExport` parameter
+
+### Issue: "Suffix not removed correctly"
+
+**Causes:**
+- Unusual broker suffix not in the list
+
+**Solutions:**
+1. Set `RemoveSuffix = false`
+2. Manually rename the file after export
+3. Contact support to add your broker's suffix
+
+### Issue: Export button doesn't appear
+
+**Causes:**
+- EA not attached correctly
+- AutoTrading disabled
+
+**Solutions:**
+1. Enable AutoTrading (Ctrl+E or click button in toolbar)
+2. Re-attach EA to chart
+3. Check Expert log for error messages
+
+### Issue: CSV format not recognized by FxMath Quant
+
+**Causes:**
+- Different locale/region settings
+- Decimal separator issues
+
+**Solutions:**
+1. Check exported file opens correctly in Excel/Notepad
+2. Verify format matches: `Time,Open,High,Low,Close,Tick_Volume,Spread,Real_Volume`
+3. Ensure decimal separator is period (.) not comma (,)
+
+## 📂 Example Workflow
+
+### Complete Export Process
+
+1. **Open MetaTrader**
+ - Launch MT4 or MT5
+
+2. **Select Symbol and Timeframe**
+ - Open XAUUSD chart
+ - Switch to H1 timeframe
+
+3. **Attach EA**
+ - Drag `FxMathQuant_DataExporter_MT4` to chart
+ - Set BarsToExport = 10000
+ - Click OK
+
+4. **Export Data**
+ - Click "Export Data to CSV" button
+ - Wait ~5-10 seconds (for 10,000 bars)
+
+5. **Verify Export**
+ - Check success message
+ - Note file location
+
+6. **Use in FxMath Quant**
+ - Copy `XAUUSD_H1.csv` to your data folder
+ - Or load directly in FxMath Quant application
+
+7. **Repeat for Other Symbols/Timeframes**
+ - EURUSD H1
+ - GBPUSD H4
+ - BTCUSD D1
+ - etc.
+
+## 🔄 Updating Data
+
+### When to Re-Export
+
+- **Monthly**: For active strategy development
+- **After Major Events**: Brexit, elections, etc.
+- **When Results Degrade**: Market conditions changed
+- **Before Going Live**: Use latest data for final validation
+
+### Quick Update Process
+
+1. Set `AutoExportOnStart = true`
+2. Attach EA to multiple charts
+3. Wait for all exports to complete
+4. Copy files to FxMath Quant data folder
+
+## 📞 Support
+
+### Getting Help
+
+1. **Check Expert Log**
+ - In MT4/MT5: View → Toolbox → Experts tab
+ - Look for error messages
+ - Note the error code
+
+2. **Common Error Codes**
+ - **4103**: File cannot be opened
+ - **4051**: Invalid function parameter
+ - **5004**: History not loaded
+
+3. **Contact Support**
+ - Email: support@fxmathquant.com
+ - Include: Symbol, Timeframe, Error message, MT4/MT5 version
+
+## 📄 Technical Details
+
+### File Format Specification
+
+```
+Header: Time,Open,High,Low,Close,Tick_Volume,Spread,Real_Volume
+Data: YYYY-MM-DD HH:MM:SS,FLOAT,FLOAT,FLOAT,FLOAT,INT,INT,INT
+Sorting: Chronological (oldest to newest)
+Encoding: ANSI/UTF-8
+Separator: Comma (,)
+Line Ending: CRLF (Windows)
+Decimal: Period (.)
+```
+
+### Performance
+
+| Bars | Export Time | File Size |
+|------|-------------|-----------|
+| 1,000 | 1-2 seconds | ~100 KB |
+| 10,000 | 5-10 seconds | ~1 MB |
+| 50,000 | 30-60 seconds | ~5 MB |
+| 100,000 | 1-2 minutes | ~10 MB |
+
+**Note:** Times vary based on CPU speed and disk I/O.
+
+## 📋 Checklist - First Time Export
+
+Before your first export, make sure:
+
+- [ ] EA file copied to correct MQL4/Experts or MQL5/Experts folder
+- [ ] EA compiled successfully in MetaEditor
+- [ ] AutoTrading enabled in MT4/MT5 (Ctrl+E)
+- [ ] Chart opened for desired symbol
+- [ ] Correct timeframe selected
+- [ ] Historical data downloaded (F2 → History Center)
+- [ ] Sufficient disk space available
+- [ ] EA attached to chart successfully
+- [ ] Export button visible on chart
+
+## 🎓 Advanced Usage
+
+### Exporting Multiple Symbols
+
+Create a script to attach EA to multiple charts:
+
+1. Open multiple charts (EURUSD, GBPUSD, XAUUSD, etc.)
+2. Set `AutoExportOnStart = true`
+3. Attach EA to all charts
+4. All exports run automatically
+
+### Custom Export Folders
+
+Organize by strategy or date:
+
+```
+ExportFolder = "FxMathQuant/Strategy1"
+ExportFolder = "FxMathQuant/2025-12"
+ExportFolder = "FxMathQuant/Forex"
+```
+
+### Batch Processing
+
+For power users:
+
+1. Create template with EA attached
+2. Apply template to multiple charts
+3. Set `AutoExportOnStart = true`
+4. All charts export simultaneously
+
+## 🔒 Data Privacy
+
+- All data is exported **locally** to your computer
+- No data is sent to external servers
+- No internet connection required for export
+- Files remain in your MT4/MT5 Files folder
+
+## 📜 License
+
+© 2025 FxMath Quant. All rights reserved.
+
+This software is provided as a free tool for FxMath Quant users.
+
+## 🚀 Version History
+
+### Version 1.0 (December 2025)
+- Initial release
+- MT4 and MT5 support
+- Automatic suffix removal
+- On-chart button
+- Keyboard shortcut support
+- Configurable parameters
+- Progress tracking
+
+---
+
+## ✅ Quick Reference
+
+### Common Commands
+
+| Action | Method 1 | Method 2 |
+|--------|----------|----------|
+| **Export** | Click button on chart | Press 'E' key |
+| **Re-export** | Click button again | Restart EA |
+| **Find file** | MQL4/5/Files/FxMathQuant/ | Check success message |
+| **Change bars** | Edit EA settings | Detach and re-attach EA |
+
+### Default File Locations
+
+**MT4:** `C:\Users\YourName\AppData\Roaming\MetaQuotes\Terminal\{ID}\MQL4\Files\FxMathQuant\`
+
+**MT5:** `C:\Users\YourName\AppData\Roaming\MetaQuotes\Terminal\{ID}\MQL5\Files\FxMathQuant\`
+
+---
+
+**Happy Trading! 🎯**
+
+For more information about FxMath Quant Strategy Finder and Optimizer, visit:
+https://www.fxmathquant.com
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+
+ FxMathQuant Strategy Generator - AI-Powered Trading Strategies
+
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+
📁
+
Drag & Drop CSV File
+
or click to browse
+
+
Browse Files
+
+
+
+
+
📥 Need to export data from MT4/MT5?
+
+
+
+
+
Data Preview
+
+ Symbol: -
+ Bars: -
+ Timeframe: -
+
+
+
+
+
+ Time
+ Open
+ High
+ Low
+ Close
+
+
+
+
+
+
+ Data Size Limit (bars)
+
+ Use All Data
+ Last 1,000 bars
+ Last 2,000 bars
+ Last 5,000 bars (Recommended)
+ Last 10,000 bars
+
+ Limit data size for faster processing. Recommended: 5,000 bars
+
+
Continue to Configuration →
+
+
+
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+
+
+
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+
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+
+
+
+
Rule Configuration
+
+
+
+
+
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+ ← Back to Upload
+ Start Generation 🚀
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+ 0 / 0
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+ Best Fitness
+ 0.00
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+ 0 / 0
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+ Elapsed Time
+ 0s
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+
Stop Generation
+
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+ ← New Search
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+ Download All Strategies
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diff --git a/js/backtester.js b/js/backtester.js
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+/**
+ * Backtester - Fast backtesting engine using typed arrays
+ */
+class Backtester {
+ constructor(data, strategy) {
+ this.strategy = strategy;
+ this.dataLength = data.length;
+
+ // Use typed arrays for performance
+ this.open = new Float64Array(data.length);
+ this.high = new Float64Array(data.length);
+ this.low = new Float64Array(data.length);
+ this.close = new Float64Array(data.length);
+ this.time = new Array(data.length);
+
+ // Populate arrays
+ for (let i = 0; i < data.length; i++) {
+ this.open[i] = parseFloat(data[i].open) || 0;
+ this.high[i] = parseFloat(data[i].high) || 0;
+ this.low[i] = parseFloat(data[i].low) || 0;
+ this.close[i] = parseFloat(data[i].close) || 0;
+ this.time[i] = data[i].time || i;
+ }
+ }
+
+ /**
+ * Run backtest and return metrics
+ */
+ run() {
+ console.log('📊 Backtester.run() - Data length:', this.dataLength);
+ const atr = this.calculateATR(this.strategy.atrPeriod);
+ console.log('✅ ATR calculated, period:', this.strategy.atrPeriod);
+
+ let balance = 10000;
+ let position = null;
+ const trades = [];
+ const equity = [balance];
+
+ // Start from ATR period to have enough data
+ for (let i = this.strategy.atrPeriod + 10; i < this.dataLength; i++) {
+ // Check for close at opposite signal first (if enabled)
+ if (position && this.strategy.closeAtOpposite) {
+ if (position.type === 'BUY' && this.checkSellSignal(i)) {
+ // Close BUY and open SELL
+ const closePrice = this.close[i];
+ const profit = closePrice - position.entry;
+ balance += profit;
+ trades.push({
+ type: 'BUY',
+ entry: position.entry,
+ exit: closePrice,
+ profit: profit,
+ reason: 'opposite',
+ openTime: position.openTime,
+ closeTime: this.time[i]
+ });
+ equity.push(balance);
+ position = this.openPosition('SELL', i, atr[i]);
+ continue;
+ } else if (position.type === 'SELL' && this.checkBuySignal(i)) {
+ // Close SELL and open BUY
+ const closePrice = this.close[i];
+ const profit = position.entry - closePrice;
+ balance += profit;
+ trades.push({
+ type: 'SELL',
+ entry: position.entry,
+ exit: closePrice,
+ profit: profit,
+ reason: 'opposite',
+ openTime: position.openTime,
+ closeTime: this.time[i]
+ });
+ equity.push(balance);
+ position = this.openPosition('BUY', i, atr[i]);
+ continue;
+ }
+ }
+
+ // Check for normal exit (TP/SL)
+ if (position) {
+ const exitResult = this.checkExit(position, i);
+ if (exitResult) {
+ balance += exitResult.profit;
+ trades.push(exitResult);
+ equity.push(balance);
+ position = null;
+ }
+ }
+
+ // Check for entry signals (only if no position)
+ if (!position) {
+ if (this.checkBuySignal(i)) {
+ position = this.openPosition('BUY', i, atr[i]);
+ } else if (this.checkSellSignal(i)) {
+ position = this.openPosition('SELL', i, atr[i]);
+ }
+ }
+ }
+
+ // Close any open position at the end
+ if (position) {
+ const exitPrice = this.close[this.dataLength - 1];
+ const profit = exitPrice - position.entry;
+ balance += profit;
+ trades.push({
+ type: 'BUY',
+ entry: position.entry,
+ exit: exitPrice,
+ profit: profit,
+ reason: 'end_of_data'
+ });
+ equity.push(balance);
+ }
+
+ return this.calculateMetrics(trades, balance, equity);
+ }
+
+ /**
+ * Check if BUY signal is triggered
+ */
+ checkBuySignal(index) {
+ // All rules must be true
+ for (const rule of this.strategy.rules) {
+ if (!this.evaluateRule(rule, index)) {
+ return false;
+ }
+ }
+ return true;
+ }
+
+ /**
+ * Check if SELL signal is triggered (symmetrical to BUY with inverted operators)
+ */
+ checkSellSignal(index) {
+ // All SELL rules must be true (SELL rules = BUY rules with inverted operators)
+ for (const rule of this.strategy.rules) {
+ if (!this.evaluateSellRule(rule, index)) {
+ return false;
+ }
+ }
+ return true;
+ }
+
+ /**
+ * Evaluate a SELL rule (BUY rule with inverted operator)
+ */
+ evaluateSellRule(rule, index) {
+ let leftValue, rightValue;
+
+ if (rule.type === 'simple') {
+ leftValue = this.getPriceValue(rule.left.price, index - rule.left.shift);
+ rightValue = this.getPriceValue(rule.right.price, index - rule.right.shift);
+ } else {
+ // Arithmetic rule
+ const left1 = this.getPriceValue(rule.left.price1, index - rule.left.shift1);
+ const left2 = this.getPriceValue(rule.left.price2, index - rule.left.shift2);
+ const rightPrice = this.getPriceValue(rule.right.price, index - rule.right.shift);
+
+ switch (rule.left.op) {
+ case '+': leftValue = left1 + left2; break;
+ case '-': leftValue = left1 - left2; break;
+ case '*': leftValue = left1 * left2; break;
+ default: leftValue = left1;
+ }
+
+ rightValue = rightPrice * rule.right.multiplier;
+ }
+
+ // Invert the operator for SELL
+ switch (rule.operator) {
+ case '>': return leftValue <= rightValue;
+ case '<': return leftValue >= rightValue;
+ case '>=': return leftValue < rightValue;
+ case '<=': return leftValue > rightValue;
+ default: return false;
+ }
+ }
+
+ /**
+ * Evaluate a single rule
+ */
+ evaluateRule(rule, index) {
+ let leftValue, rightValue;
+
+ if (rule.type === 'simple') {
+ leftValue = this.getPriceValue(rule.left.price, index - rule.left.shift);
+ rightValue = this.getPriceValue(rule.right.price, index - rule.right.shift);
+ } else {
+ // Arithmetic rule
+ const left1 = this.getPriceValue(rule.left.price1, index - rule.left.shift1);
+ const left2 = this.getPriceValue(rule.left.price2, index - rule.left.shift2);
+
+ switch (rule.left.op) {
+ case '+': leftValue = left1 + left2; break;
+ case '-': leftValue = left1 - left2; break;
+ case '*': leftValue = left1 * left2; break;
+ default: leftValue = left1;
+ }
+
+ const rightPrice = this.getPriceValue(rule.right.price, index - rule.right.shift);
+ rightValue = rightPrice * rule.right.multiplier;
+ }
+
+ // Evaluate operator
+ switch (rule.operator) {
+ case '>': return leftValue > rightValue;
+ case '<': return leftValue < rightValue;
+ case '>=': return leftValue >= rightValue;
+ case '<=': return leftValue <= rightValue;
+ default: return false;
+ }
+ }
+
+ /**
+ * Get price value at specific index
+ */
+ getPriceValue(priceType, index) {
+ if (index < 0 || index >= this.dataLength) return 0;
+
+ switch (priceType) {
+ case 'open': return this.open[index];
+ case 'high': return this.high[index];
+ case 'low': return this.low[index];
+ case 'close': return this.close[index];
+ default: return 0;
+ }
+ }
+
+ /**
+ * Open a new position
+ */
+ openPosition(type, index, atr) {
+ const entry = this.close[index];
+ let sl, tp;
+
+ if (type === 'BUY') {
+ sl = entry - (atr * this.strategy.slMultiplier);
+ tp = entry + (atr * this.strategy.tpMultiplier);
+ } else { // SELL
+ sl = entry + (atr * this.strategy.slMultiplier);
+ tp = entry - (atr * this.strategy.tpMultiplier);
+ }
+
+ return {
+ type: type,
+ entry: entry,
+ sl: sl,
+ tp: tp,
+ openIndex: index,
+ openTime: this.time[index]
+ };
+ }
+
+ /**
+ * Check if position should be exited
+ */
+ checkExit(position, index) {
+ const high = this.high[index];
+ const low = this.low[index];
+
+ if (position.type === 'BUY') {
+ // BUY: TP is above entry, SL is below
+ if (high >= position.tp) {
+ return {
+ type: position.type,
+ entry: position.entry,
+ exit: position.tp,
+ profit: position.tp - position.entry,
+ reason: 'take_profit',
+ openTime: position.openTime,
+ closeTime: this.time[index]
+ };
+ }
+
+ if (low <= position.sl) {
+ return {
+ type: position.type,
+ entry: position.entry,
+ exit: position.sl,
+ profit: position.sl - position.entry,
+ reason: 'stop_loss',
+ openTime: position.openTime,
+ closeTime: this.time[index]
+ };
+ }
+ } else { // SELL
+ // SELL: TP is below entry, SL is above
+ if (low <= position.tp) {
+ return {
+ type: position.type,
+ entry: position.entry,
+ exit: position.tp,
+ profit: position.entry - position.tp,
+ reason: 'take_profit',
+ openTime: position.openTime,
+ closeTime: this.time[index]
+ };
+ }
+
+ if (high >= position.sl) {
+ return {
+ type: position.type,
+ entry: position.entry,
+ exit: position.sl,
+ profit: position.entry - position.sl,
+ reason: 'stop_loss',
+ openTime: position.openTime,
+ closeTime: this.time[index]
+ };
+ }
+ }
+
+ return null;
+ }
+
+ /**
+ * Calculate ATR (Average True Range)
+ */
+ calculateATR(period) {
+ const atr = new Float64Array(this.dataLength);
+ const tr = new Float64Array(this.dataLength);
+
+ // Calculate True Range
+ for (let i = 1; i < this.dataLength; i++) {
+ const hl = this.high[i] - this.low[i];
+ const hc = Math.abs(this.high[i] - this.close[i - 1]);
+ const lc = Math.abs(this.low[i] - this.close[i - 1]);
+ tr[i] = Math.max(hl, hc, lc);
+ }
+
+ // Calculate ATR using SMA
+ for (let i = period; i < this.dataLength; i++) {
+ let sum = 0;
+ for (let j = 0; j < period; j++) {
+ sum += tr[i - j];
+ }
+ atr[i] = sum / period;
+ }
+
+ return atr;
+ }
+
+ /**
+ * Calculate performance metrics
+ */
+ calculateMetrics(trades, finalBalance, equity) {
+ if (trades.length === 0) {
+ return {
+ totalTrades: 0,
+ buyTrades: 0,
+ sellTrades: 0,
+ winRate: 0,
+ profitFactor: 0,
+ maxDrawdown: 0,
+ finalBalance: finalBalance,
+ totalProfit: 0,
+ avgWin: 0,
+ avgLoss: 0,
+ largestWin: 0,
+ largestLoss: 0
+ };
+ }
+
+ const winners = trades.filter(t => t.profit > 0);
+ const losers = trades.filter(t => t.profit <= 0);
+ const buyTrades = trades.filter(t => t.type === 'BUY');
+ const sellTrades = trades.filter(t => t.type === 'SELL');
+
+ const grossProfit = winners.reduce((sum, t) => sum + t.profit, 0);
+ const grossLoss = Math.abs(losers.reduce((sum, t) => sum + t.profit, 0));
+
+ const profitFactor = grossLoss > 0 ? grossProfit / grossLoss : (grossProfit > 0 ? 10 : 0);
+ const winRate = (winners.length / trades.length) * 100;
+
+ const maxDD = this.calculateMaxDrawdown(equity);
+
+ const avgWin = winners.length > 0 ? grossProfit / winners.length : 0;
+ const avgLoss = losers.length > 0 ? grossLoss / losers.length : 0;
+
+ const largestWin = winners.length > 0 ? Math.max(...winners.map(t => t.profit)) : 0;
+ const largestLoss = losers.length > 0 ? Math.min(...losers.map(t => t.profit)) : 0;
+
+ // Calculate hourly performance (0-23 hours)
+ const hourlyStats = Array.from({ length: 24 }, () => ({
+ trades: 0,
+ wins: 0,
+ losses: 0,
+ profit: 0
+ }));
+
+ trades.forEach(trade => {
+ if (trade.openTime) {
+ const hour = new Date(trade.openTime).getHours();
+ hourlyStats[hour].trades++;
+ if (trade.profit > 0) {
+ hourlyStats[hour].wins++;
+ } else {
+ hourlyStats[hour].losses++;
+ }
+ hourlyStats[hour].profit += trade.profit;
+ }
+ });
+
+ // Find best and worst hours
+ let bestHour = { hour: 0, profit: -Infinity };
+ let worstHour = { hour: 0, profit: Infinity };
+
+ hourlyStats.forEach((stats, hour) => {
+ if (stats.trades > 0) {
+ if (stats.profit > bestHour.profit) {
+ bestHour = { hour, profit: stats.profit };
+ }
+ if (stats.profit < worstHour.profit) {
+ worstHour = { hour, profit: stats.profit };
+ }
+ }
+ });
+
+ return {
+ totalTrades: trades.length,
+ buyTrades: buyTrades.length,
+ sellTrades: sellTrades.length,
+ winningTrades: winners.length,
+ losingTrades: losers.length,
+ winRate: winRate,
+ profitFactor: profitFactor,
+ maxDrawdown: maxDD,
+ finalBalance: finalBalance,
+ totalProfit: finalBalance - 10000,
+ grossProfit: grossProfit,
+ grossLoss: grossLoss,
+ avgWin: avgWin,
+ avgLoss: avgLoss,
+ largestWin: largestWin,
+ largestLoss: largestLoss,
+ hourlyStats: hourlyStats,
+ bestHour: bestHour,
+ worstHour: worstHour,
+ equity: equity,
+ trades: trades
+ };
+ }
+
+ /**
+ * Calculate maximum drawdown
+ */
+ calculateMaxDrawdown(equity) {
+ let maxDD = 0;
+ let peak = equity[0];
+
+ for (let i = 1; i < equity.length; i++) {
+ if (equity[i] > peak) {
+ peak = equity[i];
+ }
+ const dd = ((peak - equity[i]) / peak) * 100;
+ if (dd > maxDD) {
+ maxDD = dd;
+ }
+ }
+
+ return maxDD;
+ }
+}
diff --git a/js/ctrader-converter.js b/js/ctrader-converter.js
new file mode 100644
index 0000000..95595dc
--- /dev/null
+++ b/js/ctrader-converter.js
@@ -0,0 +1,314 @@
+// cTrader (cBot) Converter
+class CTraderConverter {
+ constructor(strategy) {
+ this.strategy = strategy;
+ this.parser = new RuleParser();
+ }
+
+ generate() {
+ const { parameters, buy_rules, sell_rules } = this.strategy;
+ const symbol = parameters.symbol || 'EURUSD';
+ const atrPeriod = parameters.atr_period || 14;
+ const slMultiplier = parameters.sl_multiplier || 2.0;
+ const tpMultiplier = parameters.tp_multiplier || 3.0;
+
+ // Generate random 6-digit magic number
+ const magicNumber = Math.floor(100000 + Math.random() * 900000);
+
+ const buyConditions = this.parser.parseRules(buy_rules, 'csharp');
+ const sellConditions = this.parser.parseRules(sell_rules, 'csharp');
+
+ // Convert MQL-style array access to cTrader MarketSeries
+ const convertToCTrader = (condition) => {
+ return condition
+ .replace(/Open\[(\d+)\]/g, 'MarketSeries.Open.Last($1)')
+ .replace(/High\[(\d+)\]/g, 'MarketSeries.High.Last($1)')
+ .replace(/Low\[(\d+)\]/g, 'MarketSeries.Low.Last($1)')
+ .replace(/Close\[(\d+)\]/g, 'MarketSeries.Close.Last($1)');
+ };
+
+ const buyConditionsCTrader = buyConditions.map(convertToCTrader);
+ const sellConditionsCTrader = sellConditions.map(convertToCTrader);
+
+ return `using System;
+using System.Linq;
+using cAlgo.API;
+using cAlgo.API.Indicators;
+using cAlgo.API.Internals;
+using cAlgo.Indicators;
+
+namespace cAlgo.Robots
+{
+ [Robot(TimeZone = TimeZones.UTC, AccessRights = AccessRights.None)]
+ public class Strategy_${symbol} : Robot
+ {
+ //=== TRADE SETTINGS ===
+ [Parameter("Lot Size", DefaultValue = 0.1, MinValue = 0.01)]
+ public double LotSize { get; set; }
+
+ [Parameter("ATR Period", DefaultValue = ${atrPeriod}, MinValue = 1)]
+ public int ATR_Period { get; set; }
+
+ [Parameter("SL ATR Multiplier", DefaultValue = ${slMultiplier.toFixed(2)}, MinValue = 0.1)]
+ public double SL_Multiplier { get; set; }
+
+ [Parameter("TP ATR Multiplier", DefaultValue = ${tpMultiplier.toFixed(2)}, MinValue = 0.1)]
+ public double TP_Multiplier { get; set; }
+
+ [Parameter("Magic Number", DefaultValue = ${magicNumber})]
+ public int MagicNumber { get; set; }
+
+ [Parameter("Trade Comment", DefaultValue = "FxMath EA")]
+ public string TradeComment { get; set; }
+
+ [Parameter("Slippage", DefaultValue = 3, MinValue = 0)]
+ public int Slippage { get; set; }
+
+ //=== SL/TP SETTINGS ===
+ [Parameter("Enable Hard SL", DefaultValue = true, Group = "SL/TP")]
+ public bool EnableHardSL { get; set; }
+
+ [Parameter("Enable Hard TP", DefaultValue = true, Group = "SL/TP")]
+ public bool EnableHardTP { get; set; }
+
+ //=== TRAILING STOP ===
+ [Parameter("Enable Trailing", DefaultValue = false, Group = "Trailing")]
+ public bool EnableTrailing { get; set; }
+
+ [Parameter("Trailing Start (pips)", DefaultValue = 30, MinValue = 1, Group = "Trailing")]
+ public double TrailingStart { get; set; }
+
+ [Parameter("Trailing Step (pips)", DefaultValue = 10, MinValue = 1, Group = "Trailing")]
+ public double TrailingStep { get; set; }
+
+ //=== BREAKEVEN ===
+ [Parameter("Enable Breakeven", DefaultValue = false, Group = "Breakeven")]
+ public bool EnableBreakeven { get; set; }
+
+ [Parameter("Breakeven Start (pips)", DefaultValue = 20, MinValue = 1, Group = "Breakeven")]
+ public double BreakevenStart { get; set; }
+
+ [Parameter("Breakeven Offset (pips)", DefaultValue = 2, MinValue = 0, Group = "Breakeven")]
+ public double BreakevenOffset { get; set; }
+
+ //=== TIME FILTER ===
+ [Parameter("Enable Time Filter", DefaultValue = false, Group = "Time Filter")]
+ public bool EnableTimeFilter { get; set; }
+
+ [Parameter("Start Hour", DefaultValue = 8, MinValue = 0, MaxValue = 23, Group = "Time Filter")]
+ public int StartHour { get; set; }
+
+ [Parameter("Start Minute", DefaultValue = 0, MinValue = 0, MaxValue = 59, Group = "Time Filter")]
+ public int StartMinute { get; set; }
+
+ [Parameter("End Hour", DefaultValue = 22, MinValue = 0, MaxValue = 23, Group = "Time Filter")]
+ public int EndHour { get; set; }
+
+ [Parameter("End Minute", DefaultValue = 0, MinValue = 0, MaxValue = 59, Group = "Time Filter")]
+ public int EndMinute { get; set; }
+
+ //=== SIGNAL SETTINGS ===
+ [Parameter("Close on Opposite", DefaultValue = true, Group = "Signals")]
+ public bool CloseOnOpposite { get; set; }
+
+ //=== DISPLAY SETTINGS ===
+ [Parameter("Show Chart Info", DefaultValue = true, Group = "Display")]
+ public bool ShowChartInfo { get; set; }
+
+ private AverageTrueRange atr;
+ private Position currentPosition;
+
+ protected override void OnStart()
+ {
+ atr = Indicators.AverageTrueRange(ATR_Period, MovingAverageType.Simple);
+ Print("Strategy cBot initialized for ${symbol}");
+ Print("Magic Number: " + MagicNumber);
+ }
+
+ protected override void OnTick()
+ {
+ currentPosition = Positions.Find(TradeComment, SymbolName);
+
+ if (currentPosition != null)
+ {
+ ManagePosition();
+ }
+ else
+ {
+ // Check time filter
+ if (EnableTimeFilter && !IsTimeAllowed())
+ return;
+
+ // Check signals
+ if (CheckBuySignal())
+ {
+ OpenBuyOrder();
+ }
+ else if (CheckSellSignal())
+ {
+ OpenSellOrder();
+ }
+ }
+
+ if (ShowChartInfo)
+ DisplayChartInfo();
+ }
+
+ private bool IsTimeAllowed()
+ {
+ var currentTime = Server.Time;
+ int currentMinutes = currentTime.Hour * 60 + currentTime.Minute;
+ int startMinutes = StartHour * 60 + StartMinute;
+ int endMinutes = EndHour * 60 + EndMinute;
+
+ if (startMinutes < endMinutes)
+ return currentMinutes >= startMinutes && currentMinutes < endMinutes;
+ else
+ return currentMinutes >= startMinutes || currentMinutes < endMinutes;
+ }
+
+ private void ManagePosition()
+ {
+ if (currentPosition == null)
+ return;
+
+ // Check for opposite signal
+ if (CloseOnOpposite)
+ {
+ if (currentPosition.TradeType == TradeType.Buy && CheckSellSignal())
+ {
+ ClosePosition(currentPosition);
+ return;
+ }
+ else if (currentPosition.TradeType == TradeType.Sell && CheckBuySignal())
+ {
+ ClosePosition(currentPosition);
+ return;
+ }
+ }
+
+ double currentPrice = currentPosition.TradeType == TradeType.Buy ? Symbol.Bid : Symbol.Ask;
+ double pipValue = Symbol.PipSize;
+
+ // Breakeven
+ if (EnableBreakeven)
+ {
+ double profit = currentPosition.TradeType == TradeType.Buy ?
+ (currentPrice - currentPosition.EntryPrice) / pipValue :
+ (currentPosition.EntryPrice - currentPrice) / pipValue;
+
+ if (profit >= BreakevenStart)
+ {
+ double newSL = currentPosition.EntryPrice + (BreakevenOffset * pipValue *
+ (currentPosition.TradeType == TradeType.Buy ? 1 : -1));
+
+ if ((currentPosition.TradeType == TradeType.Buy && newSL > currentPosition.StopLoss) ||
+ (currentPosition.TradeType == TradeType.Sell && (currentPosition.StopLoss == null || newSL < currentPosition.StopLoss)))
+ {
+ ModifyPosition(currentPosition, newSL, currentPosition.TakeProfit);
+ }
+ }
+ }
+
+ // Trailing Stop
+ if (EnableTrailing)
+ {
+ double profit = currentPosition.TradeType == TradeType.Buy ?
+ (currentPrice - currentPosition.EntryPrice) / pipValue :
+ (currentPosition.EntryPrice - currentPrice) / pipValue;
+
+ if (profit >= TrailingStart)
+ {
+ double newSL = currentPrice - (TrailingStep * pipValue *
+ (currentPosition.TradeType == TradeType.Buy ? 1 : -1));
+
+ if ((currentPosition.TradeType == TradeType.Buy && newSL > currentPosition.StopLoss) ||
+ (currentPosition.TradeType == TradeType.Sell && (currentPosition.StopLoss == null || newSL < currentPosition.StopLoss)))
+ {
+ ModifyPosition(currentPosition, newSL, currentPosition.TakeProfit);
+ }
+ }
+ }
+ }
+
+ private void DisplayChartInfo()
+ {
+ string info = "\\n=== " + TradeComment + " ===\\n";
+ info += "Symbol: " + SymbolName + "\\n";
+ info += "Magic: " + MagicNumber + "\\n";
+
+ if (currentPosition != null)
+ {
+ info += "Position: " + currentPosition.TradeType + "\\n";
+ info += "Profit: " + currentPosition.NetProfit.ToString("F2") + "\\n";
+ }
+ else
+ {
+ info += "No Position\\n";
+ }
+
+ Chart.DrawStaticText("info", info, VerticalAlignment.Top, HorizontalAlignment.Left, Color.White);
+ }
+
+ private bool CheckBuySignal()
+ {
+ return ${buyConditionsCTrader.join(' &&\n ')};
+ }
+
+ private bool CheckSellSignal()
+ {
+ return ${sellConditionsCTrader.join(' &&\n ')};
+ }
+
+ private void OpenBuyOrder()
+ {
+ double atrValue = atr.Result.LastValue;
+ double price = Symbol.Ask;
+ double sl = EnableHardSL ? price - (atrValue * SL_Multiplier) : 0;
+ double tp = EnableHardTP ? price + (atrValue * TP_Multiplier) : 0;
+
+ double volumeInUnits = Symbol.QuantityToVolumeInUnits(LotSize);
+
+ var result = ExecuteMarketOrder(TradeType.Buy, SymbolName, volumeInUnits, TradeComment,
+ EnableHardSL ? sl : (double?)null,
+ EnableHardTP ? tp : (double?)null);
+
+ if (result.IsSuccessful)
+ {
+ Print("Buy order opened at " + price + " SL: " + sl + " TP: " + tp);
+ }
+ else
+ {
+ Print("Error opening buy order: " + result.Error);
+ }
+ }
+
+ private void OpenSellOrder()
+ {
+ double atrValue = atr.Result.LastValue;
+ double price = Symbol.Bid;
+ double sl = EnableHardSL ? price + (atrValue * SL_Multiplier) : 0;
+ double tp = EnableHardTP ? price - (atrValue * TP_Multiplier) : 0;
+
+ double volumeInUnits = Symbol.QuantityToVolumeInUnits(LotSize);
+
+ var result = ExecuteMarketOrder(TradeType.Sell, SymbolName, volumeInUnits, TradeComment,
+ EnableHardSL ? sl : (double?)null,
+ EnableHardTP ? tp : (double?)null);
+
+ if (result.IsSuccessful)
+ {
+ Print("Sell order opened at " + price + " SL: " + sl + " TP: " + tp);
+ }
+ else
+ {
+ Print("Error opening sell order: " + result.Error);
+ }
+ }
+ }
+}
+`;
+ }
+}
+
+window.CTraderConverter = CTraderConverter;
diff --git a/js/ga-engine.js b/js/ga-engine.js
new file mode 100644
index 0000000..aef4428
--- /dev/null
+++ b/js/ga-engine.js
@@ -0,0 +1,331 @@
+/**
+ * Genetic Algorithm Engine - Evolves trading strategies
+ */
+class GeneticOptimizer {
+ constructor(data, config) {
+ this.data = data;
+ this.config = {
+ populationSize: config.populationSize || 100,
+ generations: config.generations || 50,
+ strategiesCount: config.strategiesCount || 5,
+ rulesRange: config.rulesRange || [3, 8],
+ shiftRange: config.shiftRange || [1, 10],
+ minTrades: config.minTrades || 30,
+ minPF: config.minPF || 1.5,
+ maxDD: config.maxDD || 25,
+ minWR: config.minWR || 45
+ };
+
+ this.population = [];
+ this.foundStrategies = [];
+ this.isRunning = false;
+ this.currentGeneration = 0;
+ }
+
+ /**
+ * Initialize random population
+ */
+ initializePopulation() {
+ this.population = [];
+ for (let i = 0; i < this.config.populationSize; i++) {
+ const strategy = new Strategy();
+ strategy.generateRandomRules(this.config.rulesRange, this.config.shiftRange);
+ strategy.randomizeParameters();
+ this.population.push(strategy);
+ }
+ }
+
+ /**
+ * Evaluate fitness for all strategies
+ */
+ evaluatePopulation() {
+ for (const strategy of this.population) {
+ const backtester = new Backtester(this.data, strategy);
+ strategy.metrics = backtester.run();
+ strategy.fitness = this.calculateFitness(strategy.metrics);
+ }
+
+ // Sort by fitness (descending)
+ this.population.sort((a, b) => b.fitness - a.fitness);
+ }
+
+ /**
+ * Calculate fitness score
+ */
+ calculateFitness(metrics) {
+ if (metrics.totalTrades === 0) return 0;
+
+ const pf = Math.min(metrics.profitFactor, 10);
+ const trades = Math.sqrt(metrics.totalTrades);
+ const wrBonus = metrics.winRate > 50 ? 1 + (metrics.winRate - 50) / 100 : 1;
+ const ddPenalty = 1 + (metrics.maxDrawdown / 100);
+
+ // Calculate BUY/SELL balance bonus
+ const buyRatio = (metrics.buyTrades / metrics.totalTrades) * 100;
+ const sellRatio = (metrics.sellTrades / metrics.totalTrades) * 100;
+
+ // Reward strategies with 30-70% split (most balanced)
+ // Penalize strategies with <20% or >80% of one type
+ let balanceBonus = 1.0;
+ if (buyRatio >= 30 && buyRatio <= 70) {
+ balanceBonus = 1.2; // 20% bonus for good balance
+ } else if (buyRatio >= 20 && buyRatio <= 80) {
+ balanceBonus = 1.1; // 10% bonus for acceptable balance
+ } else {
+ balanceBonus = 0.5; // 50% penalty for poor balance
+ }
+
+ return (Math.pow(pf, 1.5) * trades * wrBonus * balanceBonus) / ddPenalty;
+ }
+
+ /**
+ * Check if strategy meets criteria
+ */
+ meetsCriteria(strategy) {
+ const m = strategy.metrics;
+
+ // Check basic criteria
+ const meetsBasic = (
+ m.totalTrades >= this.config.minTrades &&
+ m.profitFactor >= this.config.minPF &&
+ m.maxDrawdown <= this.config.maxDD &&
+ m.winRate >= this.config.minWR
+ );
+
+ if (!meetsBasic) return false;
+
+ // Check BUY/SELL balance (should be between 20-80%)
+ const buyRatio = (m.buyTrades / m.totalTrades) * 100;
+ const sellRatio = (m.sellTrades / m.totalTrades) * 100;
+
+ // Require at least 20% of each type for balance
+ const isBalanced = buyRatio >= 20 && sellRatio >= 20;
+
+ console.log(`📊 Strategy balance: BUY=${buyRatio.toFixed(1)}%, SELL=${sellRatio.toFixed(1)}%, Balanced=${isBalanced}`);
+
+ return isBalanced;
+ }
+
+ /**
+ * Tournament selection
+ */
+ tournamentSelection() {
+ const tournamentSize = 3;
+ let best = null;
+
+ for (let i = 0; i < tournamentSize; i++) {
+ const candidate = this.population[Math.floor(Math.random() * this.population.length)];
+ if (!best || candidate.fitness > best.fitness) {
+ best = candidate;
+ }
+ }
+
+ return best.copy();
+ }
+
+ /**
+ * Crossover two parent strategies
+ */
+ crossover(parent1, parent2) {
+ const child = new Strategy();
+
+ // Crossover rules
+ const splitPoint = Math.floor(Math.random() * Math.min(parent1.rules.length, parent2.rules.length));
+ child.rules = [
+ ...parent1.rules.slice(0, splitPoint),
+ ...parent2.rules.slice(splitPoint)
+ ];
+
+ // Ensure rules count is within range
+ while (child.rules.length < this.config.rulesRange[0]) {
+ child.rules.push(child.generateRule(this.config.shiftRange));
+ }
+ while (child.rules.length > this.config.rulesRange[1]) {
+ child.rules.splice(Math.floor(Math.random() * child.rules.length), 1);
+ }
+
+ // Crossover parameters
+ child.atrPeriod = Math.random() < 0.5 ? parent1.atrPeriod : parent2.atrPeriod;
+ child.slMultiplier = Math.random() < 0.5 ? parent1.slMultiplier : parent2.slMultiplier;
+ child.tpMultiplier = Math.random() < 0.5 ? parent1.tpMultiplier : parent2.tpMultiplier;
+
+ return child;
+ }
+
+ /**
+ * Mutate a strategy
+ */
+ mutate(strategy) {
+ const mutationRate = 0.2;
+
+ if (Math.random() < mutationRate) {
+ const mutationType = Math.random();
+
+ if (mutationType < 0.4) {
+ // Mutate a rule
+ if (strategy.rules.length > 0) {
+ const index = Math.floor(Math.random() * strategy.rules.length);
+ strategy.rules[index] = strategy.generateRule(this.config.shiftRange);
+ }
+ } else if (mutationType < 0.55) {
+ // Add a rule
+ if (strategy.rules.length < this.config.rulesRange[1]) {
+ strategy.rules.push(strategy.generateRule(this.config.shiftRange));
+ }
+ } else if (mutationType < 0.7) {
+ // Remove a rule
+ if (strategy.rules.length > this.config.rulesRange[0]) {
+ strategy.rules.splice(Math.floor(Math.random() * strategy.rules.length), 1);
+ }
+ } else if (mutationType < 0.85) {
+ // Mutate ATR period
+ strategy.atrPeriod = Math.floor(Math.random() * 31) + 10;
+ } else {
+ // Mutate SL/TP
+ strategy.slMultiplier = (Math.random() * 3) + 1;
+ strategy.tpMultiplier = strategy.slMultiplier + (Math.random() * 5) + 0.5;
+ }
+ }
+ }
+
+ /**
+ * Evolve one generation
+ */
+ evolveGeneration() {
+ const newPopulation = [];
+
+ // Elitism: keep top 2 strategies
+ newPopulation.push(this.population[0].copy());
+ newPopulation.push(this.population[1].copy());
+
+ // Generate rest through crossover and mutation
+ while (newPopulation.length < this.config.populationSize) {
+ const parent1 = this.tournamentSelection();
+ const parent2 = this.tournamentSelection();
+
+ const child = this.crossover(parent1, parent2);
+ this.mutate(child);
+
+ newPopulation.push(child);
+ }
+
+ this.population = newPopulation;
+ }
+
+ /**
+ * Run the genetic algorithm
+ */
+ async run(progressCallback) {
+ console.log('🧬 GA.run() started');
+ console.log('📊 Data rows:', this.data.length);
+ console.log('⚙️ Config:', this.config);
+ this.isRunning = true;
+ this.foundStrategies = [];
+ this.currentGeneration = 0;
+
+ const startTime = Date.now();
+
+ while (this.isRunning && this.foundStrategies.length < this.config.strategiesCount) {
+ console.log('🔄 Starting new GA search, found so far:', this.foundStrategies.length);
+ // Initialize new population for each search
+ this.initializePopulation();
+ console.log('✅ Population initialized:', this.population.length, 'strategies');
+
+ // Evolve for specified generations
+ for (let gen = 0; gen < this.config.generations && this.isRunning; gen++) {
+ this.currentGeneration = gen + 1;
+
+ // Evaluate fitness
+ console.log(`Gen ${gen + 1}/${this.config.generations}: Evaluating population...`);
+ this.evaluatePopulation();
+ console.log(`Gen ${gen + 1}: Best fitness = ${this.population[0].fitness.toFixed(2)}, Trades = ${this.population[0].metrics.totalTrades}`);
+
+ // Report progress
+ if (progressCallback) {
+ const elapsed = Math.floor((Date.now() - startTime) / 1000);
+ progressCallback({
+ generation: gen + 1,
+ totalGenerations: this.config.generations,
+ bestFitness: this.population[0].fitness,
+ avgFitness: this.population.reduce((sum, s) => sum + s.fitness, 0) / this.population.length,
+ foundCount: this.foundStrategies.length,
+ targetCount: this.config.strategiesCount,
+ elapsedTime: elapsed
+ });
+ }
+
+ // Check if best strategy meets criteria
+ const best = this.population[0];
+ console.log(`Checking criteria: PF=${best.metrics.profitFactor.toFixed(2)}, WR=${best.metrics.winRate.toFixed(1)}%, Trades=${best.metrics.totalTrades}, DD=${best.metrics.maxDrawdown.toFixed(2)}%`);
+ if (this.meetsCriteria(best) && !this.isDuplicate(best)) {
+ console.log('✅ Strategy meets criteria!');
+ this.foundStrategies.push(best.copy());
+
+ if (progressCallback) {
+ progressCallback({
+ strategyFound: best,
+ foundCount: this.foundStrategies.length
+ });
+ }
+
+ // If we found enough, break
+ if (this.foundStrategies.length >= this.config.strategiesCount) {
+ break;
+ }
+ }
+
+ // Evolve to next generation
+ if (gen < this.config.generations - 1) {
+ this.evolveGeneration();
+ }
+
+ // Allow UI to update
+ await this.sleep(10);
+ }
+ }
+
+ this.isRunning = false;
+ console.log('🏁 GA.run() complete. Returning', this.foundStrategies.length, 'strategies');
+ console.log('Strategies to return:', this.foundStrategies);
+ return this.foundStrategies;
+ }
+
+ /**
+ * Check if strategy is duplicate
+ */
+ isDuplicate(strategy) {
+ for (const existing of this.foundStrategies) {
+ if (this.strategiesSimilar(strategy, existing)) {
+ return true;
+ }
+ }
+ return false;
+ }
+
+ /**
+ * Check if two strategies are similar
+ */
+ strategiesSimilar(s1, s2) {
+ // Simple check: if rules are identical
+ if (s1.rules.length !== s2.rules.length) return false;
+
+ const rules1 = JSON.stringify(s1.rules);
+ const rules2 = JSON.stringify(s2.rules);
+
+ return rules1 === rules2;
+ }
+
+ /**
+ * Stop the optimization
+ */
+ stop() {
+ this.isRunning = false;
+ }
+
+ /**
+ * Sleep helper for async
+ */
+ sleep(ms) {
+ return new Promise(resolve => setTimeout(resolve, ms));
+ }
+}
diff --git a/js/html-report-generator.js b/js/html-report-generator.js
new file mode 100644
index 0000000..3ac57b2
--- /dev/null
+++ b/js/html-report-generator.js
@@ -0,0 +1,493 @@
+/**
+ * HTML Report Generator
+ * Generates comprehensive HTML reports with full trading statement
+ */
+
+function generateHTMLReport(strategy, index) {
+ const m = strategy.metrics;
+ const name = `FxMath_${String(index + 1).padStart(3, '0')}_PF${(m.profitFactor || 0).toFixed(2).replace('.', '_')}_WR${Math.round(m.winRate || 0)}`;
+
+ // Generate SELL rules (inverted operators)
+ const sellRulesHTML = strategy.rules.map((rule, i) => {
+ const invertedOp = rule.operator === '>' ? '<=' :
+ rule.operator === '<' ? '>=' :
+ rule.operator === '>=' ? '<' :
+ rule.operator === '<=' ? '>' : rule.operator;
+
+ let ruleText = '';
+ if (rule.type === 'simple') {
+ ruleText = `${rule.left.price.toUpperCase()}[${rule.left.shift}] ${invertedOp} ${rule.right.price.toUpperCase()}[${rule.right.shift}]`;
+ } else {
+ ruleText = `(${rule.left.price1.toUpperCase()}[${rule.left.shift1}] ${rule.left.op} ${rule.left.price2.toUpperCase()}[${rule.left.shift2}]) ${invertedOp} (${rule.right.price.toUpperCase()}[${rule.right.shift}] × ${rule.right.multiplier})`;
+ }
+ return `${i + 1}. ${ruleText}
`;
+ }).join('');
+
+ // Generate BUY rules
+ const buyRulesHTML = strategy.rules.map((rule, i) => {
+ let ruleText = '';
+ if (rule.type === 'simple') {
+ ruleText = `${rule.left.price.toUpperCase()}[${rule.left.shift}] ${rule.operator} ${rule.right.price.toUpperCase()}[${rule.right.shift}]`;
+ } else {
+ ruleText = `(${rule.left.price1.toUpperCase()}[${rule.left.shift1}] ${rule.left.op} ${rule.left.price2.toUpperCase()}[${rule.left.shift2}]) ${rule.operator} (${rule.right.price.toUpperCase()}[${rule.right.shift}] × ${rule.right.multiplier})`;
+ }
+ return `${i + 1}. ${ruleText}
`;
+ }).join('');
+
+ // Generate trades table
+ const tradesHTML = m.trades.map((trade, i) => {
+ const profitClass = trade.profit > 0 ? 'profit-positive' : 'profit-negative';
+ const typeClass = trade.type === 'BUY' ? 'type-buy' : 'type-sell';
+ return `
+
+ ${i + 1}
+ ${trade.type}
+ ${new Date(trade.openTime).toLocaleString()}
+ ${new Date(trade.closeTime).toLocaleString()}
+ $${trade.entry.toFixed(2)}
+ $${trade.exit.toFixed(2)}
+ $${trade.profit.toFixed(2)}
+ ${trade.reason.toUpperCase()}
+
+ `;
+ }).join('');
+
+ // Generate hourly stats table
+ let hourlyStatsHTML = '';
+ if (m.hourlyStats) {
+ hourlyStatsHTML = m.hourlyStats.map((stats, hour) => {
+ if (stats.trades === 0) return '';
+ const profitClass = stats.profit > 0 ? 'profit-positive' : 'profit-negative';
+ return `
+
+ ${String(hour).padStart(2, '0')}:00
+ ${stats.trades}
+ ${stats.wins}
+ ${stats.losses}
+ $${stats.profit.toFixed(2)}
+ ${stats.trades > 0 ? ((stats.wins / stats.trades) * 100).toFixed(1) : 0}%
+
+ `;
+ }).join('');
+ }
+
+ const html = `
+
+
+
+
+ ${name} - Trading Strategy Report
+
+
+
+
+
+
+
+
+
+
+
Performance Metrics
+
+
+
Profit Factor
+
${(m.profitFactor || 0).toFixed(2)}
+
+
+
Win Rate
+
${(m.winRate || 0).toFixed(1)}%
+
+
+
Total Trades
+
${m.totalTrades || 0}
+
+
+
BUY Trades
+
${m.buyTrades || 0}
+
+
+
SELL Trades
+
${m.sellTrades || 0}
+
+
+
Max Drawdown
+
${(m.maxDrawdown || 0).toFixed(2)}%
+
+
+
Total Profit
+
$${(m.totalProfit || 0).toFixed(2)}
+
+
+
Avg Win
+
$${(m.avgWin || 0).toFixed(2)}
+
+
+
Avg Loss
+
$${Math.abs(m.avgLoss || 0).toFixed(2)}
+
+
+
+
+
+
+
+ ${m.hourlyStats ? `
+
+
+
Hourly Performance (24h)
+
+
+
+
+ ` : ''}
+
+ ${m.bestHour && m.worstHour ? `
+
+
+
Time-Based Performance
+
+
+
Best Trading Hour
+
${String(m.bestHour.hour).padStart(2, '0')}:00
+
$${m.bestHour.profit.toFixed(2)}
+
+
+
Worst Trading Hour
+
${String(m.worstHour.hour).padStart(2, '0')}:00
+
$${m.worstHour.profit.toFixed(2)}
+
+
+
+ ` : ''}
+
+
+
+
Strategy Rules
+
+
BUY when ALL of the following conditions are true:
+ ${buyRulesHTML}
+
+
+
SELL when ALL of the following conditions are true:
+ ${sellRulesHTML}
+
+
+
Parameters
+
ATR Period: ${strategy.atrPeriod}
+
SL Multiplier: ${strategy.slMultiplier.toFixed(2)}
+
TP Multiplier: ${strategy.tpMultiplier.toFixed(2)}
+
+
+
+ ${hourlyStatsHTML ? `
+
+
+
Hourly Performance Analysis
+
+
+
+ Hour
+ Trades
+ Wins
+ Losses
+ Profit/Loss
+ Win Rate
+
+
+
+ ${hourlyStatsHTML}
+
+
+
+ ` : ''}
+
+
+
+
Complete Trading Statement
+
+
+
+ #
+ Type
+ Open Time
+ Close Time
+ Entry
+ Exit
+ Profit/Loss
+ Exit Reason
+
+
+
+ ${tradesHTML}
+
+
+
+
+
+
+
+
+
+
+
+`;
+
+ return html;
+}
+
+// Export function
+window.generateHTMLReport = generateHTMLReport;
diff --git a/js/license-check.js b/js/license-check.js
new file mode 100644
index 0000000..662a524
--- /dev/null
+++ b/js/license-check.js
@@ -0,0 +1,162 @@
+/**
+ * License Check Module
+ * Verifies license on app load and redirects if invalid
+ */
+
+(function () {
+ 'use strict';
+
+ // Check license immediately when script loads
+ checkLicense();
+
+ /**
+ * Main license check function
+ */
+ function checkLicense() {
+ const licenseData = localStorage.getItem('fxmath_license');
+
+ // No license found
+ if (!licenseData) {
+ redirectToLogin();
+ return;
+ }
+
+ try {
+ const license = JSON.parse(licenseData);
+
+ // Validate license structure
+ if (!license.key || !license.type || !license.status) {
+ console.warn('Invalid license data structure');
+ redirectToLogin();
+ return;
+ }
+
+ // Check if license is active
+ if (license.status !== 'active') {
+ console.warn('License is not active');
+ redirectToLogin();
+ return;
+ }
+
+ // Check expiry for limited licenses
+ if (license.type === 'limited') {
+ if (!license.expiry_date) {
+ console.warn('Limited license missing expiry date');
+ redirectToLogin();
+ return;
+ }
+
+ const expiryDate = new Date(license.expiry_date);
+ const now = new Date();
+
+ if (now > expiryDate) {
+ console.warn('License has expired');
+ localStorage.removeItem('fxmath_license');
+ alert('Your license has expired. Please renew your license to continue using FxMathQuant.');
+ redirectToLogin();
+ return;
+ }
+
+ // Calculate days remaining
+ const daysRemaining = Math.ceil((expiryDate - now) / (1000 * 60 * 60 * 24));
+
+ // Warn if license is expiring soon (7 days or less)
+ if (daysRemaining <= 7 && daysRemaining > 0) {
+ console.warn(`License expiring in ${daysRemaining} days`);
+ showExpiryWarning(daysRemaining);
+ }
+ }
+
+ // License is valid
+ console.log('License validated successfully');
+ displayLicenseInfo(license);
+
+ } catch (error) {
+ console.error('License check error:', error);
+ redirectToLogin();
+ }
+ }
+
+ /**
+ * Redirect to login page
+ */
+ function redirectToLogin() {
+ // Only redirect if not already on login page
+ if (!window.location.pathname.includes('login.html')) {
+ window.location.href = 'login.html';
+ }
+ }
+
+ /**
+ * Show expiry warning
+ */
+ function showExpiryWarning(daysRemaining) {
+ // Create warning banner if it doesn't exist
+ let banner = document.getElementById('license-expiry-warning');
+
+ if (!banner) {
+ banner = document.createElement('div');
+ banner.id = 'license-expiry-warning';
+ banner.style.cssText = `
+ position: fixed;
+ top: 0;
+ left: 0;
+ right: 0;
+ background: linear-gradient(135deg, #f093fb 0%, #f5576c 100%);
+ color: white;
+ padding: 12px 20px;
+ text-align: center;
+ font-weight: 600;
+ z-index: 10000;
+ box-shadow: 0 2px 10px rgba(0,0,0,0.2);
+ `;
+
+ banner.innerHTML = `
+ ⚠️ Your license will expire in ${daysRemaining} day${daysRemaining !== 1 ? 's' : ''}.
+ Please renew to continue using FxMathQuant.
+ Dismiss
+ `;
+
+ document.body.insertBefore(banner, document.body.firstChild);
+
+ // Adjust body padding to account for banner
+ document.body.style.paddingTop = '50px';
+ }
+ }
+
+ /**
+ * Display license info in console (for debugging)
+ */
+ function displayLicenseInfo(license) {
+ console.log('%c License Information ', 'background: #667eea; color: white; font-weight: bold; padding: 5px 10px;');
+ console.log('Type:', license.type);
+ console.log('Status:', license.status);
+
+ if (license.type === 'limited') {
+ console.log('Expiry Date:', license.expiry_date);
+ console.log('Days Remaining:', license.days_remaining);
+ } else {
+ console.log('Expiry:', 'Never (Lifetime)');
+ }
+ }
+
+ /**
+ * Expose logout function globally
+ */
+ window.logoutLicense = function () {
+ if (confirm('Are you sure you want to logout? You will need to enter your license key again.')) {
+ localStorage.removeItem('fxmath_license');
+ window.location.href = 'login.html';
+ }
+ };
+
+})();
diff --git a/js/login.js b/js/login.js
new file mode 100644
index 0000000..3146160
--- /dev/null
+++ b/js/login.js
@@ -0,0 +1,175 @@
+/**
+ * License Login Handler
+ * FxMathQuant-Web
+ */
+
+// API endpoint - Production server
+const API_URL = 'https://fxmath.com/quantw/api/validate.php';
+
+// DOM elements
+const licenseForm = document.getElementById('licenseForm');
+const licenseKeyInput = document.getElementById('licenseKey');
+const activateBtn = document.getElementById('activateBtn');
+const alertBox = document.getElementById('alertBox');
+
+// Initialize
+document.addEventListener('DOMContentLoaded', () => {
+ // Check if already licensed
+ if (isLicenseValid()) {
+ window.location.href = 'index.html';
+ }
+
+ // Format license key input
+ licenseKeyInput.addEventListener('input', formatLicenseKey);
+
+ // Handle form submission
+ licenseForm.addEventListener('submit', handleLicenseSubmit);
+});
+
+/**
+ * Format license key as user types (add dashes)
+ */
+function formatLicenseKey(e) {
+ let value = e.target.value.replace(/[^A-Z0-9]/gi, '').toUpperCase();
+ let formatted = '';
+
+ for (let i = 0; i < value.length && i < 32; i++) {
+ if (i > 0 && i % 4 === 0) {
+ formatted += '-';
+ }
+ formatted += value[i];
+ }
+
+ e.target.value = formatted;
+}
+
+/**
+ * Handle license form submission
+ */
+async function handleLicenseSubmit(e) {
+ e.preventDefault();
+
+ const licenseKey = licenseKeyInput.value.trim();
+
+ // Validate format
+ if (!isValidLicenseFormat(licenseKey)) {
+ showAlert('Please enter a valid license key format', 'error');
+ return;
+ }
+
+ // Disable button and show loading
+ activateBtn.disabled = true;
+ activateBtn.innerHTML = ' Validating...';
+
+ try {
+ // Call validation API
+ const response = await fetch(API_URL, {
+ method: 'POST',
+ headers: {
+ 'Content-Type': 'application/json'
+ },
+ body: JSON.stringify({ license_key: licenseKey })
+ });
+
+ const data = await response.json();
+
+ if (data.success) {
+ // Store license info in localStorage
+ const licenseInfo = {
+ key: licenseKey,
+ type: data.license.type,
+ status: data.license.status,
+ validated_at: new Date().toISOString()
+ };
+
+ if (data.license.type === 'limited') {
+ licenseInfo.expiry_date = data.license.expiry_date;
+ licenseInfo.days_remaining = data.license.days_remaining;
+ }
+
+ localStorage.setItem('fxmath_license', JSON.stringify(licenseInfo));
+
+ // Show success message
+ showAlert('License activated successfully! Redirecting...', 'success');
+
+ // Redirect to main app
+ setTimeout(() => {
+ window.location.href = 'index.html';
+ }, 1500);
+
+ } else {
+ // Show error message
+ showAlert(data.message || 'License validation failed', 'error');
+ activateBtn.disabled = false;
+ activateBtn.innerHTML = 'Activate License';
+ }
+
+ } catch (error) {
+ console.error('Validation error:', error);
+ showAlert('Connection error. Please check your server configuration.', 'error');
+ activateBtn.disabled = false;
+ activateBtn.innerHTML = 'Activate License';
+ }
+}
+
+/**
+ * Validate license key format
+ */
+function isValidLicenseFormat(key) {
+ // Should be 32 alphanumeric characters with dashes every 4 characters
+ const pattern = /^[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}-[A-Z0-9]{4}$/;
+ return pattern.test(key);
+}
+
+/**
+ * Check if license is valid
+ */
+function isLicenseValid() {
+ const licenseData = localStorage.getItem('fxmath_license');
+
+ if (!licenseData) {
+ return false;
+ }
+
+ try {
+ const license = JSON.parse(licenseData);
+
+ // Check if license exists
+ if (!license.key || license.status !== 'active') {
+ return false;
+ }
+
+ // Check expiry for limited licenses
+ if (license.type === 'limited') {
+ const expiryDate = new Date(license.expiry_date);
+ const now = new Date();
+
+ if (now > expiryDate) {
+ // License expired
+ localStorage.removeItem('fxmath_license');
+ return false;
+ }
+ }
+
+ return true;
+
+ } catch (error) {
+ console.error('License validation error:', error);
+ return false;
+ }
+}
+
+/**
+ * Show alert message
+ */
+function showAlert(message, type) {
+ alertBox.textContent = message;
+ alertBox.className = `alert alert-${type} show`;
+
+ // Auto-hide after 5 seconds for non-success messages
+ if (type !== 'success') {
+ setTimeout(() => {
+ alertBox.classList.remove('show');
+ }, 5000);
+ }
+}
diff --git a/js/main.js b/js/main.js
new file mode 100644
index 0000000..e6b858b
--- /dev/null
+++ b/js/main.js
@@ -0,0 +1,725 @@
+/**
+ * Main Application Controller
+ */
+
+// Global state
+let appData = {
+ csvData: null,
+ dataName: '',
+ optimizer: null,
+ foundStrategies: [],
+ selectedStrategies: new Set(),
+ isGenerating: false
+};
+
+// Initialize app when DOM is loaded
+document.addEventListener('DOMContentLoaded', () => {
+ initializeApp();
+});
+
+function initializeApp() {
+ setupEventListeners();
+ showSection('upload-section');
+}
+
+/**
+ * Setup all event listeners
+ */
+function setupEventListeners() {
+ // Upload zone
+ const uploadZone = document.getElementById('upload-zone');
+ const fileInput = document.getElementById('file-input');
+ const browseBtn = document.getElementById('browse-btn');
+
+ uploadZone.addEventListener('click', () => fileInput.click());
+ browseBtn.addEventListener('click', (e) => {
+ e.stopPropagation();
+ fileInput.click();
+ });
+
+ fileInput.addEventListener('change', (e) => {
+ if (e.target.files.length > 0) {
+ handleFileUpload(e.target.files[0]);
+ }
+ });
+
+ // Drag and drop
+ uploadZone.addEventListener('dragover', (e) => {
+ e.preventDefault();
+ uploadZone.classList.add('dragover');
+ });
+
+ uploadZone.addEventListener('dragleave', () => {
+ uploadZone.classList.remove('dragover');
+ });
+
+ uploadZone.addEventListener('drop', (e) => {
+ e.preventDefault();
+ uploadZone.classList.remove('dragover');
+
+ if (e.dataTransfer.files.length > 0) {
+ handleFileUpload(e.dataTransfer.files[0]);
+ }
+ });
+
+ // Navigation buttons
+ document.getElementById('continue-btn').addEventListener('click', () => {
+ showSection('config-section');
+ });
+
+ document.getElementById('back-btn').addEventListener('click', () => {
+ showSection('upload-section');
+ });
+
+ document.getElementById('start-btn').addEventListener('click', startGeneration);
+ document.getElementById('stop-btn').addEventListener('click', stopGeneration);
+ document.getElementById('new-search-btn').addEventListener('click', () => {
+ showSection('upload-section');
+ appData.foundStrategies = [];
+ });
+
+ document.getElementById('download-all-btn').addEventListener('click', downloadAllStrategies);
+
+ // Comparison button
+ const compareBtn = document.getElementById('compare-btn');
+ if (compareBtn) {
+ compareBtn.addEventListener('click', () => {
+ if (appData.selectedStrategies.size < 2) {
+ alert('Please select at least 2 strategies to compare.');
+ return;
+ }
+ showComparison();
+ });
+ }
+}
+
+/**
+ * Handle CSV file upload
+ */
+function handleFileUpload(file) {
+ console.log('📁 File upload started:', file.name, 'Size:', file.size);
+ if (!file.name.endsWith('.csv')) {
+ alert('Please upload a CSV file');
+ return;
+ }
+
+ Papa.parse(file, {
+ header: true,
+ dynamicTyping: true,
+ skipEmptyLines: true,
+ complete: (results) => {
+ console.log('📊 CSV parsed:', results.data.length, 'rows');
+ if (results.data.length === 0) {
+ alert('CSV file is empty');
+ return;
+ }
+
+ // Validate CSV structure (accept both lowercase and capitalized column names)
+ const firstRow = results.data[0];
+ const requiredFields = ['open', 'high', 'low', 'close'];
+ const hasRequiredFields = requiredFields.every(field => {
+ // Check lowercase, capitalized, and uppercase versions
+ return field in firstRow ||
+ field.charAt(0).toUpperCase() + field.slice(1) in firstRow ||
+ field.toUpperCase() in firstRow;
+ });
+
+ if (!hasRequiredFields) {
+ alert('CSV must contain: time, open, high, low, close columns');
+ return;
+ }
+
+ // Normalize column names to lowercase
+ appData.csvData = results.data.map(row => ({
+ time: row.time || row.Time || row.TIME,
+ open: parseFloat(row.open || row.Open || row.OPEN),
+ high: parseFloat(row.high || row.High || row.HIGH),
+ low: parseFloat(row.low || row.Low || row.LOW),
+ close: parseFloat(row.close || row.Close || row.CLOSE)
+ }));
+
+ appData.dataName = file.name;
+ console.log('✅ Data loaded successfully:', appData.csvData.length, 'bars');
+
+ // Apply data size limit
+ applyDataSizeLimit();
+
+ displayDataPreview();
+ },
+ error: (error) => {
+ alert('Error parsing CSV: ' + error.message);
+ }
+ });
+}
+
+/**
+ * Display data preview
+ */
+function displayDataPreview() {
+ const preview = document.getElementById('data-preview');
+ preview.classList.remove('hidden');
+
+ // Update data info
+ document.getElementById('data-symbol').textContent = `File: ${appData.dataName}`;
+ document.getElementById('data-bars').textContent = `Bars: ${appData.csvData.length}`;
+
+ // Detect timeframe (simple heuristic)
+ const timeframe = detectTimeframe();
+ document.getElementById('data-timeframe').textContent = `Timeframe: ${timeframe}`;
+
+ // Show first 10 rows
+ const tbody = document.getElementById('preview-body');
+ tbody.innerHTML = '';
+
+ const previewRows = appData.csvData.slice(0, 10);
+ previewRows.forEach(row => {
+ const tr = document.createElement('tr');
+ tr.innerHTML = `
+ ${row.time || '-'}
+ ${row.open.toFixed(5)}
+ ${row.high.toFixed(5)}
+ ${row.low.toFixed(5)}
+ ${row.close.toFixed(5)}
+ `;
+ tbody.appendChild(tr);
+ });
+}
+
+/**
+ * Apply data size limit
+ */
+function applyDataSizeLimit() {
+ const limit = parseInt(document.getElementById('data-size-limit').value);
+ if (limit > 0 && appData.csvData.length > limit) {
+ console.log(`✂️ Limiting data from ${appData.csvData.length} to ${limit} bars`);
+ appData.csvData = appData.csvData.slice(-limit); // Take last N bars
+ }
+}
+
+/**
+ * Detect timeframe from data
+ */
+function detectTimeframe() {
+ if (appData.csvData.length < 2) return 'Unknown';
+
+ // Try to parse time difference
+ const time1 = new Date(appData.csvData[0].time);
+ const time2 = new Date(appData.csvData[1].time);
+
+ if (isNaN(time1) || isNaN(time2)) return 'Unknown';
+
+ const diffMinutes = Math.abs(time2 - time1) / (1000 * 60);
+
+ if (diffMinutes <= 1) return 'M1';
+ if (diffMinutes <= 5) return 'M5';
+ if (diffMinutes <= 15) return 'M15';
+ if (diffMinutes <= 30) return 'M30';
+ if (diffMinutes <= 60) return 'H1';
+ if (diffMinutes <= 240) return 'H4';
+ if (diffMinutes <= 1440) return 'D1';
+
+ return 'Unknown';
+}
+
+/**
+ * Start strategy generation
+ */
+async function startGeneration() {
+ console.log('🚀 Starting strategy generation...');
+ if (!appData.csvData) {
+ console.error('❌ No data loaded!');
+ alert('Please upload data first');
+ return;
+ }
+
+ // Get configuration
+ console.log('⚙️ Reading configuration...');
+ const config = {
+ populationSize: parseInt(document.getElementById('population').value),
+ generations: parseInt(document.getElementById('generations').value),
+ strategiesCount: parseInt(document.getElementById('strategies-count').value),
+ rulesRange: [
+ parseInt(document.getElementById('rules-min').value),
+ parseInt(document.getElementById('rules-max').value)
+ ],
+ shiftRange: [
+ parseInt(document.getElementById('shift-min').value),
+ parseInt(document.getElementById('shift-max').value)
+ ],
+ minPF: parseFloat(document.getElementById('min-pf').value),
+ minWR: parseFloat(document.getElementById('min-wr').value),
+ maxDD: parseFloat(document.getElementById('max-dd').value),
+ minTrades: parseInt(document.getElementById('min-trades').value)
+ };
+
+ // Show progress section
+ showSection('progress-section');
+ appData.isGenerating = true;
+ appData.foundStrategies = [];
+
+ // Reset buttons visibility
+ const stopBtn = document.getElementById('stop-btn');
+ if (stopBtn) stopBtn.classList.remove('hidden');
+
+ const viewResultsBtn = document.getElementById('view-results-btn');
+ if (viewResultsBtn) viewResultsBtn.classList.add('hidden');
+
+ // Clear progress log
+ document.getElementById('progress-log').innerHTML = '';
+
+ // Create optimizer
+ console.log('🧬 Creating GA optimizer with config:', config);
+ appData.optimizer = new GeneticOptimizer(appData.csvData, config);
+
+ // Start time
+ const startTime = Date.now();
+
+ // Run optimization
+ console.log('▶️ Starting GA run...');
+ const strategies = await appData.optimizer.run((progress) => {
+ updateProgress(progress, startTime);
+ });
+
+ // Handle completion
+ console.log('✅ GA complete! Found', strategies.length, 'strategies');
+ appData.foundStrategies = strategies;
+ appData.isGenerating = false;
+
+ // Stay on page as requested, show redirection button
+ showGenerationCompleteUI();
+}
+
+/**
+ * Update progress display
+ */
+function updateProgress(progress, startTime) {
+ // Update stats
+ if (progress.generation !== undefined) {
+ document.getElementById('current-gen').textContent =
+ `${progress.generation} / ${progress.totalGenerations}`;
+ document.getElementById('best-fitness').textContent =
+ progress.bestFitness.toFixed(2);
+ document.getElementById('found-count').textContent =
+ `${progress.foundCount} / ${progress.targetCount}`;
+
+ // Update progress bar
+ const progressPercent = (progress.generation / progress.totalGenerations) * 100;
+ document.getElementById('progress-bar').style.width = progressPercent + '%';
+ }
+
+ // Update elapsed time
+ const elapsed = Math.floor((Date.now() - startTime) / 1000);
+ document.getElementById('elapsed-time').textContent = formatTime(elapsed);
+
+ // Log strategy found
+ if (progress.strategyFound) {
+ // Don't add to appData.foundStrategies here - we'll get them from GA at the end
+ // This prevents duplicate storage and ensures metrics are preserved
+
+ const log = document.getElementById('progress-log');
+ const m = progress.strategyFound.metrics;
+ const logEntry = document.createElement('div');
+ logEntry.className = 'log-entry';
+ logEntry.style.display = 'flex';
+ logEntry.style.justifyContent = 'space-between';
+ logEntry.style.alignItems = 'center';
+ logEntry.style.padding = '5px 0';
+ logEntry.style.color = '#48bb78';
+
+ const text = document.createElement('span');
+ text.textContent = `✓ Strategy ${progress.foundCount}: PF=${m.profitFactor.toFixed(2)}, WR=${m.winRate.toFixed(1)}%, Trades=${m.totalTrades}`;
+
+ const viewBtn = document.createElement('button');
+ viewBtn.className = 'btn-small';
+ viewBtn.textContent = 'View Details';
+ viewBtn.onclick = () => {
+ const index = progress.foundCount - 1;
+ viewStrategyDetails(index);
+ };
+
+ logEntry.appendChild(text);
+ logEntry.appendChild(viewBtn);
+ log.appendChild(logEntry);
+ log.scrollTop = log.scrollHeight;
+ }
+}
+
+/**
+ * Stop generation
+ */
+function stopGeneration() {
+ if (appData.optimizer) {
+ appData.optimizer.stop();
+ appData.isGenerating = false;
+
+ // Update collection with whatever was found so far
+ if (appData.optimizer.foundStrategies) {
+ appData.foundStrategies = appData.optimizer.foundStrategies;
+ }
+ }
+
+ if (appData.foundStrategies.length > 0) {
+ showGenerationCompleteUI();
+ } else {
+ alert('No strategies found yet');
+ showSection('config-section');
+ }
+}
+
+/**
+ * Show UI when generation is complete/stopped
+ */
+function showGenerationCompleteUI() {
+ const stopBtn = document.getElementById('stop-btn');
+ if (stopBtn) stopBtn.classList.add('hidden');
+
+ let viewResultsBtn = document.getElementById('view-results-btn');
+ if (!viewResultsBtn) {
+ viewResultsBtn = document.createElement('button');
+ viewResultsBtn.id = 'view-results-btn';
+ viewResultsBtn.className = 'btn-success';
+ viewResultsBtn.textContent = 'View All Results →';
+ viewResultsBtn.style.marginLeft = '10px';
+ viewResultsBtn.onclick = displayResults;
+ if (stopBtn && stopBtn.parentNode) {
+ stopBtn.parentNode.appendChild(viewResultsBtn);
+ }
+ } else {
+ viewResultsBtn.classList.remove('hidden');
+ }
+}
+
+/**
+ * Display results
+ */
+function displayResults() {
+ console.log('📊 Displaying results...', appData.foundStrategies.length, 'strategies');
+ showSection('results-section');
+
+ const grid = document.getElementById('strategies-grid');
+ grid.innerHTML = '';
+
+ if (appData.foundStrategies.length === 0) {
+ console.warn('⚠️ No strategies to display!');
+ grid.innerHTML = 'No strategies found. Try adjusting your criteria.
';
+ return;
+ }
+
+ appData.foundStrategies.forEach((strategy, index) => {
+ console.log(`Creating card for strategy ${index + 1}:`, strategy.metrics);
+ const card = createStrategyCard(strategy, index + 1);
+ grid.appendChild(card);
+ });
+
+ // Reset selection on display
+ appData.selectedStrategies.clear();
+ updateCompareButton();
+
+ console.log('✅ Strategy cards created:', grid.children.length);
+}
+
+/**
+ * Create strategy card
+ */
+function createStrategyCard(strategy, number) {
+ console.log('Creating card for strategy number:', number, 'Strategy:', strategy);
+
+ if (!strategy || !strategy.metrics) {
+ console.error('Invalid strategy object:', strategy);
+ const errorCard = document.createElement('div');
+ errorCard.className = 'strategy-card';
+ errorCard.innerHTML = 'Error: Invalid strategy data
';
+ return errorCard;
+ }
+
+ const m = strategy.metrics;
+ const card = document.createElement('div');
+ card.className = 'strategy-card';
+
+ card.innerHTML = `
+
+
+
+ Profit Factor
+
+ ${m.profitFactor.toFixed(2)}
+
+
+
+ Win Rate
+ ${m.winRate.toFixed(1)}%
+
+
+ Trades
+ ${m.totalTrades}
+
+
+ Max DD
+ ${m.maxDrawdown.toFixed(2)}%
+
+
+
+ View Details
+ MQ4
+ MQ5
+ Report
+
+ `;
+
+ console.log('Card HTML created successfully');
+ return card;
+}
+
+/**
+ * Download single strategy
+ */
+function downloadStrategy(index, type) {
+ console.log(`💾 Downloading strategy ${index} type ${type}...`);
+ const strategy = appData.foundStrategies[index];
+ if (!strategy) {
+ console.error(`❌ Strategy at index ${index} not found!`);
+ return;
+ }
+
+ const m = strategy.metrics;
+ const name = `FxMath_${String(index + 1).padStart(3, '0')}_PF${m.profitFactor.toFixed(2).replace('.', '_')}_WR${Math.round(m.winRate)}`;
+
+ let content, filename;
+
+ try {
+ // Convert strategy to EA-Convertor format
+ const strategyData = {
+ parameters: {
+ symbol: 'EURUSD',
+ atr_period: strategy.atrPeriod,
+ sl_multiplier: strategy.slMultiplier,
+ tp_multiplier: strategy.tpMultiplier,
+ close_at_opposite: strategy.closeAtOpposite || true
+ },
+ buy_rules: strategy.rules,
+ sell_rules: strategy.rules // SELL rules are inverted in the converters
+ };
+
+ if (type === 'mq4') {
+ const converter = new MQ4Converter(strategyData);
+ content = converter.generate();
+ filename = name + '.mq4';
+ } else if (type === 'mq5') {
+ const converter = new MQ5Converter(strategyData);
+ content = converter.generate();
+ filename = name + '.mq5';
+ } else if (type === 'ctrader') {
+ const converter = new CTraderConverter(strategyData);
+ content = converter.generate();
+ filename = name + '.cs';
+ } else if (type === 'pine') {
+ const converter = new PineConverter(strategyData);
+ content = converter.generate();
+ filename = name + '.pine';
+ } else if (type === 'report') {
+ // Use new HTML report generator
+ content = generateHTMLReport(strategy, index);
+ filename = name + '_report.html';
+ } else if (type === 'json') {
+ content = JSON.stringify(strategy.toJSON(), null, 2);
+ filename = name + '.json';
+ }
+
+ console.log(`✅ Content generated for ${filename}, size: ${content.length}`);
+ downloadFile(content, filename);
+ } catch (error) {
+ console.error(`❌ Error generating ${type} for strategy ${index}:`, error);
+ }
+}
+
+/**
+ * Download all strategies
+ */
+function downloadAllStrategies() {
+ console.log('📥 Download All Strategies started...', appData.foundStrategies.length, 'strategies');
+
+ if (appData.foundStrategies.length === 0) {
+ alert('No strategies to download');
+ return;
+ }
+
+ const btn = document.getElementById('download-all-btn');
+ const originalText = btn.textContent;
+ btn.disabled = true;
+ btn.textContent = 'Preparing Downloads...';
+
+ const total = appData.foundStrategies.length;
+ let completed = 0;
+
+ appData.foundStrategies.forEach((strategy, index) => {
+ setTimeout(() => {
+ console.log(`⏱️ Triggering downloads for strategy ${index + 1}/${total}...`);
+ btn.textContent = `Downloading ${index + 1}/${total}...`;
+
+ downloadStrategy(index, 'mq4');
+ setTimeout(() => downloadStrategy(index, 'mq5'), 150);
+ setTimeout(() => downloadStrategy(index, 'report'), 300);
+ setTimeout(() => downloadStrategy(index, 'json'), 450);
+
+ completed++;
+ if (completed === total) {
+ setTimeout(() => {
+ btn.disabled = false;
+ btn.textContent = originalText;
+ console.log('✅ All downloads triggered!');
+ }, 1000);
+ }
+ }, index * 1200); // 1.2s per strategy to be safe
+ });
+}
+
+/**
+ * Download file helper
+ */
+function downloadFile(content, filename) {
+ const blob = new Blob([content], { type: 'text/plain' });
+ const url = URL.createObjectURL(blob);
+ const a = document.createElement('a');
+ a.href = url;
+ a.download = filename;
+ document.body.appendChild(a);
+ a.click();
+
+ // Delay removal and revocation to ensure browser captures the click
+ setTimeout(() => {
+ document.body.removeChild(a);
+ URL.revokeObjectURL(url);
+ }, 500);
+}
+
+/**
+ * Show specific section
+ */
+function showSection(sectionId) {
+ const sections = document.querySelectorAll('.section');
+ sections.forEach(section => section.classList.remove('active'));
+ document.getElementById(sectionId).classList.add('active');
+}
+
+/**
+ * Toggle strategy selection for comparison
+ */
+function toggleStrategySelection(index, isSelected) {
+ if (isSelected) {
+ appData.selectedStrategies.add(index);
+ } else {
+ appData.selectedStrategies.delete(index);
+ }
+ updateCompareButton();
+}
+
+/**
+ * Update comparison button text
+ */
+function updateCompareButton() {
+ const btn = document.getElementById('compare-btn');
+ if (btn) {
+ const count = appData.selectedStrategies.size;
+ btn.textContent = `Compare Selected (${count})`;
+ }
+}
+
+/**
+ * Show comparison section
+ */
+function showComparison() {
+ const container = document.getElementById('comparison-container');
+ container.innerHTML = '';
+
+ appData.selectedStrategies.forEach(index => {
+ const strategy = appData.foundStrategies[index];
+ const m = strategy.metrics;
+ const name = `Strategy ${index + 1}`;
+
+ const item = document.createElement('div');
+ item.className = 'comparison-item';
+ item.innerHTML = `
+ ${name}
+
+
+ PF
+ ${m.profitFactor.toFixed(2)}
+
+
+ Win Rate
+ ${m.winRate.toFixed(1)}%
+
+
+ Trades
+ ${m.totalTrades}
+
+
+ Max DD
+ ${m.maxDrawdown.toFixed(2)}%
+
+
+
+
+
+
+ Full Details
+
+ `;
+ container.appendChild(item);
+
+ // Draw small chart
+ setTimeout(() => {
+ const ctx = document.getElementById(`comp-chart-${index}`).getContext('2d');
+ new Chart(ctx, {
+ type: 'line',
+ data: {
+ labels: m.equity.map((_, i) => i),
+ datasets: [{
+ data: m.equity,
+ borderColor: '#667eea',
+ borderWidth: 2,
+ pointRadius: 0,
+ fill: false
+ }]
+ },
+ options: {
+ responsive: true,
+ maintainAspectRatio: false,
+ plugins: { legend: { display: false } },
+ scales: { x: { display: false }, y: { display: false } }
+ }
+ });
+ }, 100);
+ });
+
+ showSection('results-section'); // Ensure we are in results
+ document.getElementById('comparison-section').classList.remove('hidden');
+ document.getElementById('comparison-section').scrollIntoView({ behavior: 'smooth' });
+}
+
+/**
+ * Hide comparison section
+ */
+function hideComparison() {
+ document.getElementById('comparison-section').classList.add('hidden');
+}
+
+/**
+ * Format time in seconds to readable format
+ */
+function formatTime(seconds) {
+ if (seconds < 60) return seconds + 's';
+ const minutes = Math.floor(seconds / 60);
+ const secs = seconds % 60;
+ return `${minutes}m ${secs}s`;
+}
+
+// Explicitly expose functions to global scope for inline onclick handlers
+window.downloadStrategy = downloadStrategy;
+window.downloadAllStrategies = downloadAllStrategies;
+window.toggleStrategySelection = toggleStrategySelection;
+window.showComparison = showComparison;
+window.hideComparison = hideComparison;
diff --git a/js/mq4-converter.js b/js/mq4-converter.js
new file mode 100644
index 0000000..15fdc9d
--- /dev/null
+++ b/js/mq4-converter.js
@@ -0,0 +1,328 @@
+// MQ4 Converter
+class MQ4Converter {
+ constructor(strategy) {
+ this.strategy = strategy;
+ this.parser = new RuleParser();
+ }
+
+ generate() {
+ const { parameters, buy_rules, sell_rules } = this.strategy;
+ const symbol = parameters.symbol || 'EURUSD';
+ const atrPeriod = parameters.atr_period || 14;
+ const slMultiplier = parameters.sl_multiplier || 2.0;
+ const tpMultiplier = parameters.tp_multiplier || 3.0;
+
+ // Generate random 6-digit magic number
+ const magicNumber = Math.floor(100000 + Math.random() * 900000);
+
+ const buyConditions = this.parser.parseRules(buy_rules, 'mql');
+ const sellConditions = this.parser.parseRules(sell_rules, 'mql');
+
+ return `//+------------------------------------------------------------------+
+//| Strategy_${symbol}.mq4 |
+//| Generated by Strategy Converter |
+//+------------------------------------------------------------------+
+#property copyright "FxMath Quant"
+#property link "https://fxmath.com"
+#property version "1.00"
+#property strict
+
+//=== TRADE SETTINGS ===
+input double LotSize = 0.1; // Lot Size
+input int ATR_Period = ${atrPeriod}; // ATR Period
+input double SL_Multiplier = ${slMultiplier.toFixed(2)}; // SL ATR Multiplier
+input double TP_Multiplier = ${tpMultiplier.toFixed(2)}; // TP ATR Multiplier
+input int MagicNumber = ${magicNumber}; // Magic Number
+input string TradeComment = "FxMath EA"; // Trade Comment
+input int Slippage = 3; // Slippage
+
+//=== SL/TP SETTINGS ===
+input bool EnableHardSL = true; // Enable Hard Stop Loss
+input bool EnableHardTP = true; // Enable Hard Take Profit
+
+//=== TRAILING STOP ===
+input bool EnableTrailing = false; // Enable Trailing Stop
+input double TrailingStart = 30; // Trailing Start (pips)
+input double TrailingStep = 10; // Trailing Step (pips)
+
+//=== BREAKEVEN ===
+input bool EnableBreakeven = false; // Enable Breakeven
+input double BreakevenStart = 20; // Breakeven Start (pips)
+input double BreakevenOffset = 2; // Breakeven Offset (pips)
+
+//=== TIME FILTER ===
+input bool EnableTimeFilter = false; // Enable Time Filter
+input int StartHour = 8; // Start Hour (Server Time)
+input int StartMinute = 0; // Start Minute
+input int EndHour = 22; // End Hour (Server Time)
+input int EndMinute = 0; // End Minute
+
+//=== SIGNAL SETTINGS ===
+input bool CloseOnOpposite = true; // Close Trade on Opposite Signal
+
+//=== DISPLAY SETTINGS ===
+input bool ShowChartInfo = true; // Show Info on Chart
+
+// Global Variables
+double atrValue;
+
+//+------------------------------------------------------------------+
+//| Expert initialization function |
+//+------------------------------------------------------------------+
+int OnInit()
+{
+ Print("Strategy EA initialized for ${symbol}");
+ Print("Magic Number: ", MagicNumber);
+ return(INIT_SUCCEEDED);
+}
+
+//+------------------------------------------------------------------+
+//| Expert deinitialization function |
+//+------------------------------------------------------------------+
+void OnDeinit(const int reason)
+{
+ Print("Strategy EA deinitialized");
+}
+
+//+------------------------------------------------------------------+
+//| Expert tick function |
+//+------------------------------------------------------------------+
+void OnTick()
+{
+ // Calculate ATR
+ atrValue = iATR(Symbol(), 0, ATR_Period, 1);
+
+ // Check for open positions
+ bool hasPosition = false;
+ for(int i = OrdersTotal() - 1; i >= 0; i--)
+ {
+ if(OrderSelect(i, SELECT_BY_POS, MODE_TRADES))
+ {
+ if(OrderSymbol() == Symbol() && OrderMagicNumber() == MagicNumber)
+ {
+ hasPosition = true;
+ ManagePosition();
+ break;
+ }
+ }
+ }
+
+ // If no position, check for entry signals
+ if(!hasPosition)
+ {
+ // Check time filter
+ if(EnableTimeFilter && !IsTimeAllowed())
+ return;
+
+ // Check Buy Signal
+ if(CheckBuySignal())
+ {
+ OpenBuyOrder();
+ }
+ // Check Sell Signal
+ else if(CheckSellSignal())
+ {
+ OpenSellOrder();
+ }
+ }
+
+ // Display chart info
+ if(ShowChartInfo)
+ DisplayChartInfo();
+}
+
+//+------------------------------------------------------------------+
+//| Check if current time is allowed for trading |
+//+------------------------------------------------------------------+
+bool IsTimeAllowed()
+{
+ int currentHour = Hour();
+ int currentMinute = Minute();
+ int currentMinutes = currentHour * 60 + currentMinute;
+ int startMinutes = StartHour * 60 + StartMinute;
+ int endMinutes = EndHour * 60 + EndMinute;
+
+ if(startMinutes < endMinutes)
+ return (currentMinutes >= startMinutes && currentMinutes < endMinutes);
+ else
+ return (currentMinutes >= startMinutes || currentMinutes < endMinutes);
+}
+
+//+------------------------------------------------------------------+
+//| Manage existing position |
+//+------------------------------------------------------------------+
+void ManagePosition()
+{
+ if(!OrderSelect(0, SELECT_BY_POS, MODE_TRADES))
+ return;
+
+ int orderType = OrderType();
+ double orderOpenPrice = OrderOpenPrice();
+ double orderSL = OrderStopLoss();
+ double orderTP = OrderTakeProfit();
+
+ // Check for opposite signal
+ if(CloseOnOpposite)
+ {
+ if(orderType == OP_BUY && CheckSellSignal())
+ {
+ if(!OrderClose(OrderTicket(), OrderLots(), Bid, Slippage, clrRed))
+ Print("Error closing buy order: ", GetLastError());
+ return;
+ }
+ else if(orderType == OP_SELL && CheckBuySignal())
+ {
+ if(!OrderClose(OrderTicket(), OrderLots(), Ask, Slippage, clrGreen))
+ Print("Error closing sell order: ", GetLastError());
+ return;
+ }
+ }
+
+ double currentPrice = (orderType == OP_BUY) ? Bid : Ask;
+ double point = Point;
+ double pipValue = point * 10;
+
+ // Breakeven
+ if(EnableBreakeven)
+ {
+ double profit = (orderType == OP_BUY) ?
+ (currentPrice - orderOpenPrice) :
+ (orderOpenPrice - currentPrice);
+
+ if(profit >= BreakevenStart * pipValue)
+ {
+ double newSL = orderOpenPrice + (BreakevenOffset * pipValue *
+ ((orderType == OP_BUY) ? 1 : -1));
+
+ if((orderType == OP_BUY && newSL > orderSL) ||
+ (orderType == OP_SELL && (orderSL == 0 || newSL < orderSL)))
+ {
+ if(!OrderModify(OrderTicket(), orderOpenPrice, newSL, orderTP, 0, clrBlue))
+ Print("Error modifying order for breakeven: ", GetLastError());
+ }
+ }
+ }
+
+ // Trailing Stop
+ if(EnableTrailing)
+ {
+ double profit = (orderType == OP_BUY) ?
+ (currentPrice - orderOpenPrice) :
+ (orderOpenPrice - currentPrice);
+
+ if(profit >= TrailingStart * pipValue)
+ {
+ double newSL = currentPrice - (TrailingStep * pipValue *
+ ((orderType == OP_BUY) ? 1 : -1));
+
+ if((orderType == OP_BUY && newSL > orderSL) ||
+ (orderType == OP_SELL && (orderSL == 0 || newSL < orderSL)))
+ {
+ if(!OrderModify(OrderTicket(), orderOpenPrice, newSL, orderTP, 0, clrBlue))
+ Print("Error modifying order for trailing stop: ", GetLastError());
+ }
+ }
+ }
+}
+
+//+------------------------------------------------------------------+
+//| Display chart information |
+//+------------------------------------------------------------------+
+void DisplayChartInfo()
+{
+ string info = "\\n=== " + TradeComment + " ===\\n";
+ info += "Symbol: " + Symbol() + "\\n";
+ info += "Magic: " + IntegerToString(MagicNumber) + "\\n";
+
+ bool hasPosition = false;
+ for(int i = OrdersTotal() - 1; i >= 0; i--)
+ {
+ if(OrderSelect(i, SELECT_BY_POS, MODE_TRADES))
+ {
+ if(OrderSymbol() == Symbol() && OrderMagicNumber() == MagicNumber)
+ {
+ hasPosition = true;
+ info += "Position: " + (OrderType() == OP_BUY ? "BUY" : "SELL") + "\\n";
+ info += "Profit: " + DoubleToStr(OrderProfit(), 2) + "\\n";
+ break;
+ }
+ }
+ }
+
+ if(!hasPosition)
+ info += "No Position\\n";
+
+ Comment(info);
+}
+
+//+------------------------------------------------------------------+
+//| Check Buy Signal |
+//+------------------------------------------------------------------+
+bool CheckBuySignal()
+{
+ return (${buyConditions.join(' &&\n ')});
+}
+
+//+------------------------------------------------------------------+
+//| Check Sell Signal |
+//+------------------------------------------------------------------+
+bool CheckSellSignal()
+{
+ return (${sellConditions.join(' &&\n ')});
+}
+
+//+------------------------------------------------------------------+
+//| Open Buy Order |
+//+------------------------------------------------------------------+
+void OpenBuyOrder()
+{
+ double price = Ask;
+ double sl = EnableHardSL ? price - (atrValue * SL_Multiplier) : 0;
+ double tp = EnableHardTP ? price + (atrValue * TP_Multiplier) : 0;
+
+ sl = (sl > 0) ? NormalizeDouble(sl, Digits) : 0;
+ tp = (tp > 0) ? NormalizeDouble(tp, Digits) : 0;
+
+ int ticket = OrderSend(Symbol(), OP_BUY, LotSize, price, Slippage, sl, tp,
+ TradeComment, MagicNumber, 0, clrGreen);
+
+ if(ticket > 0)
+ {
+ Print("Buy order opened at ", price, " SL: ", sl, " TP: ", tp);
+ }
+ else
+ {
+ Print("Error opening buy order: ", GetLastError());
+ }
+}
+
+//+------------------------------------------------------------------+
+//| Open Sell Order |
+//+------------------------------------------------------------------+
+void OpenSellOrder()
+{
+ double price = Bid;
+ double sl = EnableHardSL ? price + (atrValue * SL_Multiplier) : 0;
+ double tp = EnableHardTP ? price - (atrValue * TP_Multiplier) : 0;
+
+ sl = (sl > 0) ? NormalizeDouble(sl, Digits) : 0;
+ tp = (tp > 0) ? NormalizeDouble(tp, Digits) : 0;
+
+ int ticket = OrderSend(Symbol(), OP_SELL, LotSize, price, Slippage, sl, tp,
+ TradeComment, MagicNumber, 0, clrRed);
+
+ if(ticket > 0)
+ {
+ Print("Sell order opened at ", price, " SL: ", sl, " TP: ", tp);
+ }
+ else
+ {
+ Print("Error opening sell order: ", GetLastError());
+ }
+}
+//+------------------------------------------------------------------+
+`;
+ }
+}
+
+window.MQ4Converter = MQ4Converter;
diff --git a/js/mq4-generator.js b/js/mq4-generator.js
new file mode 100644
index 0000000..2ddf87c
--- /dev/null
+++ b/js/mq4-generator.js
@@ -0,0 +1,152 @@
+/**
+ * MQ4 Code Generator - Generates MetaTrader 4 Expert Advisor code
+ */
+class MQ4Generator {
+ constructor(strategy, strategyName) {
+ this.strategy = strategy;
+ this.name = strategyName || this.generateName();
+ }
+
+ generateName() {
+ const pf = this.strategy.metrics.profitFactor.toFixed(2).replace('.', '_');
+ const wr = Math.round(this.strategy.metrics.winRate);
+ const timestamp = new Date().toISOString().slice(0, 10).replace(/-/g, '');
+ return `FxMath_PF${pf}_WR${wr}_${timestamp}`;
+ }
+
+ generate() {
+ return `//+------------------------------------------------------------------+
+//| ${this.name}.mq4 |
+//| Generated by FxMathQuant Web |
+//| https://fxmathquant.com |
+//+------------------------------------------------------------------+
+#property copyright "FxMathQuant"
+#property link "https://fxmathquant.com"
+#property version "1.00"
+#property strict
+
+//--- Input Parameters
+input double LotSize = 0.01; // Lot size
+input int MagicNumber = ${Math.floor(Math.random() * 9000) + 1000}; // Magic number
+input int ATR_Period = ${this.strategy.atrPeriod}; // ATR period
+input double SL_Multiplier = ${this.strategy.slMultiplier.toFixed(2)}; // Stop Loss multiplier
+input double TP_Multiplier = ${this.strategy.tpMultiplier.toFixed(2)}; // Take Profit multiplier
+input int Slippage = 3; // Slippage in points
+
+//--- Global Variables
+int ticket = 0;
+
+//+------------------------------------------------------------------+
+//| Expert initialization function |
+//+------------------------------------------------------------------+
+int OnInit()
+{
+ Print("${this.name} initialized");
+ Print("Strategy Performance: PF=${this.strategy.metrics.profitFactor.toFixed(2)}, WR=${this.strategy.metrics.winRate.toFixed(1)}%");
+ return(INIT_SUCCEEDED);
+}
+
+//+------------------------------------------------------------------+
+//| Expert deinitialization function |
+//+------------------------------------------------------------------+
+void OnDeinit(const int reason)
+{
+ Print("${this.name} stopped");
+}
+
+//+------------------------------------------------------------------+
+//| Expert tick function |
+//+------------------------------------------------------------------+
+void OnTick()
+{
+ // Check if we already have an open position
+ if(OrdersTotal() > 0)
+ {
+ for(int i = 0; i < OrdersTotal(); i++)
+ {
+ if(OrderSelect(i, SELECT_BY_POS, MODE_TRADES))
+ {
+ if(OrderSymbol() == Symbol() && OrderMagicNumber() == MagicNumber)
+ return; // Position already open
+ }
+ }
+ }
+
+ // Calculate ATR
+ double atr = iATR(Symbol(), Period(), ATR_Period, 0);
+ if(atr == 0) return;
+
+ // Check for BUY signal
+ if(CheckBuySignal())
+ {
+ double entry = Ask;
+ double sl = entry - (atr * SL_Multiplier);
+ double tp = entry + (atr * TP_Multiplier);
+
+ // Normalize prices
+ sl = NormalizeDouble(sl, Digits);
+ tp = NormalizeDouble(tp, Digits);
+
+ // Open BUY order
+ ticket = OrderSend(Symbol(), OP_BUY, LotSize, entry, Slippage, sl, tp,
+ "${this.name}", MagicNumber, 0, clrGreen);
+
+ if(ticket > 0)
+ Print("BUY order opened: ", ticket, " @ ", entry, " SL:", sl, " TP:", tp);
+ else
+ Print("Error opening BUY order: ", GetLastError());
+ }
+}
+
+//+------------------------------------------------------------------+
+//| Check BUY signal based on strategy rules |
+//+------------------------------------------------------------------+
+bool CheckBuySignal()
+{
+${this.generateRulesCode()}
+
+ return true; // All rules passed
+}
+
+${this.generateHelperFunctions()}
+
+//+------------------------------------------------------------------+
+`;
+ }
+
+ generateRulesCode() {
+ return this.strategy.rules.map((rule, index) => {
+ const condition = this.ruleToMQ4(rule);
+ return ` // Rule ${index + 1}
+ if(!(${condition})) return false;`;
+ }).join('\n');
+ }
+
+ ruleToMQ4(rule) {
+ if (rule.type === 'simple') {
+ const left = this.priceToMQ4(rule.left.price, rule.left.shift);
+ const right = this.priceToMQ4(rule.right.price, rule.right.shift);
+ return `${left} ${rule.operator} ${right}`;
+ } else {
+ // Arithmetic rule
+ const left1 = this.priceToMQ4(rule.left.price1, rule.left.shift1);
+ const left2 = this.priceToMQ4(rule.left.price2, rule.left.shift2);
+ const right = this.priceToMQ4(rule.right.price, rule.right.shift);
+
+ return `(${left1} ${rule.left.op} ${left2}) ${rule.operator} (${right} * ${rule.right.multiplier})`;
+ }
+ }
+
+ priceToMQ4(priceType, shift) {
+ const type = priceType.charAt(0).toUpperCase() + priceType.slice(1);
+ return `i${type}(Symbol(), Period(), ${shift})`;
+ }
+
+ generateHelperFunctions() {
+ return `//+------------------------------------------------------------------+
+//| Helper Functions |
+//+------------------------------------------------------------------+
+// Add any additional helper functions here
+`;
+ }
+}
diff --git a/js/mq5-converter.js b/js/mq5-converter.js
new file mode 100644
index 0000000..f08bd65
--- /dev/null
+++ b/js/mq5-converter.js
@@ -0,0 +1,341 @@
+// MQ5 Converter
+class MQ5Converter {
+ constructor(strategy) {
+ this.strategy = strategy;
+ this.parser = new RuleParser();
+ }
+
+ generate() {
+ const { parameters, buy_rules, sell_rules } = this.strategy;
+ const symbol = parameters.symbol || 'EURUSD';
+ const atrPeriod = parameters.atr_period || 14;
+ const slMultiplier = parameters.sl_multiplier || 2.0;
+ const tpMultiplier = parameters.tp_multiplier || 3.0;
+
+ // Generate random 6-digit magic number
+ const magicNumber = Math.floor(100000 + Math.random() * 900000);
+
+ const buyConditions = this.parser.parseRules(buy_rules, 'mq5');
+ const sellConditions = this.parser.parseRules(sell_rules, 'mq5');
+
+ return `//+------------------------------------------------------------------+
+//| Strategy_${symbol}.mq5 |
+//| Generated by Strategy Converter |
+//+------------------------------------------------------------------+
+#property copyright "FxMath Quant"
+#property link "https://fxmath.com"
+#property version "1.00"
+
+#include
+
+//=== TRADING SETTINGS ===
+input group "=== Trade Settings ==="
+input double LotSize = 0.1; // Lot Size
+input int ATR_Period = ${atrPeriod}; // ATR Period
+input double SL_Multiplier = ${slMultiplier.toFixed(2)}; // SL ATR Multiplier
+input double TP_Multiplier = ${tpMultiplier.toFixed(2)}; // TP ATR Multiplier
+input ulong MagicNumber = ${magicNumber}; // Magic Number
+input string TradeComment = "FxMath EA"; // Trade Comment
+input int Slippage = 3; // Slippage
+
+//=== SL/TP SETTINGS ===
+input group "=== SL/TP Settings ==="
+input bool EnableHardSL = true; // Enable Hard Stop Loss
+input bool EnableHardTP = true; // Enable Hard Take Profit
+
+//=== TRAILING STOP ===
+input group "=== Trailing Stop ==="
+input bool EnableTrailing = false; // Enable Trailing Stop
+input double TrailingStart = 30; // Trailing Start (pips)
+input double TrailingStep = 10; // Trailing Step (pips)
+
+//=== BREAKEVEN ===
+input group "=== Breakeven ==="
+input bool EnableBreakeven = false; // Enable Breakeven
+input double BreakevenStart = 20; // Breakeven Start (pips)
+input double BreakevenOffset = 2; // Breakeven Offset (pips)
+
+//=== TIME FILTER ===
+input group "=== Time Filter ==="
+input bool EnableTimeFilter = false; // Enable Time Filter
+input int StartHour = 8; // Start Hour (Server Time)
+input int StartMinute = 0; // Start Minute
+input int EndHour = 22; // End Hour (Server Time)
+input int EndMinute = 0; // End Minute
+
+//=== SIGNAL SETTINGS ===
+input group "=== Signal Settings ==="
+input bool CloseOnOpposite = true; // Close Trade on Opposite Signal
+
+//=== DISPLAY SETTINGS ===
+input group "=== Display Settings ==="
+input bool ShowChartInfo = true; // Show Info on Chart
+
+// Global Variables
+CTrade trade;
+int atrHandle;
+double atrBuffer[];
+
+//+------------------------------------------------------------------+
+//| Expert initialization function |
+//+------------------------------------------------------------------+
+int OnInit()
+{
+ // Set trade parameters
+ trade.SetExpertMagicNumber(MagicNumber);
+ trade.SetDeviationInPoints(Slippage);
+ trade.SetTypeFilling(ORDER_FILLING_FOK);
+
+ // Create ATR indicator handle
+ atrHandle = iATR(_Symbol, PERIOD_CURRENT, ATR_Period);
+
+ if(atrHandle == INVALID_HANDLE)
+ {
+ Print("Error creating ATR indicator");
+ return(INIT_FAILED);
+ }
+
+ ArraySetAsSeries(atrBuffer, true);
+
+ Print("Strategy EA initialized for ${symbol}");
+ Print("Magic Number: ", MagicNumber);
+ return(INIT_SUCCEEDED);
+}
+
+//+------------------------------------------------------------------+
+//| Expert deinitialization function |
+//+------------------------------------------------------------------+
+void OnDeinit(const int reason)
+{
+ if(atrHandle != INVALID_HANDLE)
+ IndicatorRelease(atrHandle);
+
+ Print("Strategy EA deinitialized");
+}
+
+//+------------------------------------------------------------------+
+//| Expert tick function |
+//+------------------------------------------------------------------+
+void OnTick()
+{
+ // Copy ATR values
+ if(CopyBuffer(atrHandle, 0, 0, 2, atrBuffer) < 2)
+ {
+ Print("Error copying ATR buffer");
+ return;
+ }
+
+ double atrValue = atrBuffer[1];
+
+ // Check if we have an open position
+ if(PositionSelect(_Symbol))
+ {
+ // Position exists - manage it
+ ManagePosition(atrValue);
+ }
+ else
+ {
+ // No position - check for entry signals
+
+ // Check time filter
+ if(EnableTimeFilter && !IsTimeAllowed())
+ return;
+
+ // Check Buy Signal
+ if(CheckBuySignal())
+ {
+ OpenBuyOrder(atrValue);
+ }
+ // Check Sell Signal
+ else if(CheckSellSignal())
+ {
+ OpenSellOrder(atrValue);
+ }
+ }
+
+ // Display chart info
+ if(ShowChartInfo)
+ DisplayChartInfo();
+}
+
+//+------------------------------------------------------------------+
+//| Check if current time is allowed for trading |
+//+------------------------------------------------------------------+
+bool IsTimeAllowed()
+{
+ MqlDateTime dt;
+ TimeToStruct(TimeCurrent(), dt);
+
+ int currentMinutes = dt.hour * 60 + dt.min;
+ int startMinutes = StartHour * 60 + StartMinute;
+ int endMinutes = EndHour * 60 + EndMinute;
+
+ if(startMinutes < endMinutes)
+ return (currentMinutes >= startMinutes && currentMinutes < endMinutes);
+ else
+ return (currentMinutes >= startMinutes || currentMinutes < endMinutes);
+}
+
+//+------------------------------------------------------------------+
+//| Manage existing position |
+//+------------------------------------------------------------------+
+void ManagePosition(double atrValue)
+{
+ if(!PositionSelect(_Symbol))
+ return;
+
+ long posType = PositionGetInteger(POSITION_TYPE);
+ double posOpenPrice = PositionGetDouble(POSITION_PRICE_OPEN);
+ double posSL = PositionGetDouble(POSITION_SL);
+ double posTP = PositionGetDouble(POSITION_TP);
+
+ // Check for opposite signal
+ if(CloseOnOpposite)
+ {
+ if(posType == POSITION_TYPE_BUY && CheckSellSignal())
+ {
+ trade.PositionClose(_Symbol);
+ return;
+ }
+ else if(posType == POSITION_TYPE_SELL && CheckBuySignal())
+ {
+ trade.PositionClose(_Symbol);
+ return;
+ }
+ }
+
+ double currentPrice = (posType == POSITION_TYPE_BUY) ?
+ SymbolInfoDouble(_Symbol, SYMBOL_BID) :
+ SymbolInfoDouble(_Symbol, SYMBOL_ASK);
+
+ double point = SymbolInfoDouble(_Symbol, SYMBOL_POINT);
+ double pipValue = point * 10;
+
+ // Breakeven
+ if(EnableBreakeven)
+ {
+ double profit = (posType == POSITION_TYPE_BUY) ?
+ (currentPrice - posOpenPrice) :
+ (posOpenPrice - currentPrice);
+
+ if(profit >= BreakevenStart * pipValue)
+ {
+ double newSL = posOpenPrice + (BreakevenOffset * pipValue *
+ ((posType == POSITION_TYPE_BUY) ? 1 : -1));
+
+ if((posType == POSITION_TYPE_BUY && newSL > posSL) ||
+ (posType == POSITION_TYPE_SELL && (posSL == 0 || newSL < posSL)))
+ {
+ trade.PositionModify(_Symbol, newSL, posTP);
+ }
+ }
+ }
+
+ // Trailing Stop
+ if(EnableTrailing)
+ {
+ double profit = (posType == POSITION_TYPE_BUY) ?
+ (currentPrice - posOpenPrice) :
+ (posOpenPrice - currentPrice);
+
+ if(profit >= TrailingStart * pipValue)
+ {
+ double newSL = currentPrice - (TrailingStep * pipValue *
+ ((posType == POSITION_TYPE_BUY) ? 1 : -1));
+
+ if((posType == POSITION_TYPE_BUY && newSL > posSL) ||
+ (posType == POSITION_TYPE_SELL && (posSL == 0 || newSL < posSL)))
+ {
+ trade.PositionModify(_Symbol, newSL, posTP);
+ }
+ }
+ }
+}
+
+//+------------------------------------------------------------------+
+//| Display chart information |
+//+------------------------------------------------------------------+
+void DisplayChartInfo()
+{
+ string info = "\\n=== " + TradeComment + " ===\\n";
+ info += "Symbol: " + _Symbol + "\\n";
+ info += "Magic: " + IntegerToString(MagicNumber) + "\\n";
+
+ if(PositionSelect(_Symbol))
+ {
+ info += "Position: " + EnumToString((ENUM_POSITION_TYPE)PositionGetInteger(POSITION_TYPE)) + "\\n";
+ info += "Profit: " + DoubleToString(PositionGetDouble(POSITION_PROFIT), 2) + "\\n";
+ }
+ else
+ {
+ info += "No Position\\n";
+ }
+
+ Comment(info);
+}
+
+//+------------------------------------------------------------------+
+//| Check Buy Signal |
+//+------------------------------------------------------------------+
+bool CheckBuySignal()
+{
+ return (${buyConditions.join(' &&\n ')});
+}
+
+//+------------------------------------------------------------------+
+//| Check Sell Signal |
+//+------------------------------------------------------------------+
+bool CheckSellSignal()
+{
+ return (${sellConditions.join(' &&\n ')});
+}
+
+//+------------------------------------------------------------------+
+//| Open Buy Order |
+//+------------------------------------------------------------------+
+void OpenBuyOrder(double atrValue)
+{
+ double price = SymbolInfoDouble(_Symbol, SYMBOL_ASK);
+ double sl = EnableHardSL ? price - (atrValue * SL_Multiplier) : 0;
+ double tp = EnableHardTP ? price + (atrValue * TP_Multiplier) : 0;
+
+ sl = (sl > 0) ? NormalizeDouble(sl, _Digits) : 0;
+ tp = (tp > 0) ? NormalizeDouble(tp, _Digits) : 0;
+
+ if(trade.Buy(LotSize, _Symbol, price, sl, tp, TradeComment))
+ {
+ Print("Buy order opened at ", price, " SL: ", sl, " TP: ", tp);
+ }
+ else
+ {
+ Print("Error opening buy order: ", GetLastError());
+ }
+}
+
+//+------------------------------------------------------------------+
+//| Open Sell Order |
+//+------------------------------------------------------------------+
+void OpenSellOrder(double atrValue)
+{
+ double price = SymbolInfoDouble(_Symbol, SYMBOL_BID);
+ double sl = EnableHardSL ? price + (atrValue * SL_Multiplier) : 0;
+ double tp = EnableHardTP ? price - (atrValue * TP_Multiplier) : 0;
+
+ sl = (sl > 0) ? NormalizeDouble(sl, _Digits) : 0;
+ tp = (tp > 0) ? NormalizeDouble(tp, _Digits) : 0;
+
+ if(trade.Sell(LotSize, _Symbol, price, sl, tp, TradeComment))
+ {
+ Print("Sell order opened at ", price, " SL: ", sl, " TP: ", tp);
+ }
+ else
+ {
+ Print("Error opening sell order: ", GetLastError());
+ }
+}
+//+------------------------------------------------------------------+
+`;
+ }
+}
+
+window.MQ5Converter = MQ5Converter;
diff --git a/js/mq5-generator.js b/js/mq5-generator.js
new file mode 100644
index 0000000..63ff993
--- /dev/null
+++ b/js/mq5-generator.js
@@ -0,0 +1,202 @@
+/**
+ * MQ5 Code Generator - Generates MetaTrader 5 Expert Advisor code
+ */
+class MQ5Generator {
+ constructor(strategy, strategyName) {
+ this.strategy = strategy;
+ this.name = strategyName || this.generateName();
+ }
+
+ generateName() {
+ const pf = this.strategy.metrics.profitFactor.toFixed(2).replace('.', '_');
+ const wr = Math.round(this.strategy.metrics.winRate);
+ const timestamp = new Date().toISOString().slice(0, 10).replace(/-/g, '');
+ return `FxMath_PF${pf}_WR${wr}_${timestamp}`;
+ }
+
+ generate() {
+ return `//+------------------------------------------------------------------+
+//| ${this.name}.mq5 |
+//| Generated by FxMathQuant Web |
+//| https://fxmathquant.com |
+//+------------------------------------------------------------------+
+#property copyright "FxMathQuant"
+#property link "https://fxmathquant.com"
+#property version "1.00"
+
+//--- Include libraries
+#include
+
+//--- Input Parameters
+input double LotSize = 0.01; // Lot size
+input int MagicNumber = ${Math.floor(Math.random() * 9000) + 1000}; // Magic number
+input int ATR_Period = ${this.strategy.atrPeriod}; // ATR period
+input double SL_Multiplier = ${this.strategy.slMultiplier.toFixed(2)}; // Stop Loss multiplier
+input double TP_Multiplier = ${this.strategy.tpMultiplier.toFixed(2)}; // Take Profit multiplier
+input int Slippage = 3; // Slippage in points
+
+//--- Global Variables
+CTrade trade;
+int atrHandle;
+
+//+------------------------------------------------------------------+
+//| Expert initialization function |
+//+------------------------------------------------------------------+
+int OnInit()
+{
+ // Set magic number
+ trade.SetExpertMagicNumber(MagicNumber);
+ trade.SetDeviationInPoints(Slippage);
+
+ // Create ATR indicator handle
+ atrHandle = iATR(_Symbol, _Period, ATR_Period);
+ if(atrHandle == INVALID_HANDLE)
+ {
+ Print("Error creating ATR indicator");
+ return(INIT_FAILED);
+ }
+
+ Print("${this.name} initialized");
+ Print("Strategy Performance: PF=${this.strategy.metrics.profitFactor.toFixed(2)}, WR=${this.strategy.metrics.winRate.toFixed(1)}%");
+
+ return(INIT_SUCCEEDED);
+}
+
+//+------------------------------------------------------------------+
+//| Expert deinitialization function |
+//+------------------------------------------------------------------+
+void OnDeinit(const int reason)
+{
+ // Release indicator handle
+ if(atrHandle != INVALID_HANDLE)
+ IndicatorRelease(atrHandle);
+
+ Print("${this.name} stopped");
+}
+
+//+------------------------------------------------------------------+
+//| Expert tick function |
+//+------------------------------------------------------------------+
+void OnTick()
+{
+ // Check if we already have an open position
+ if(PositionSelect(_Symbol))
+ {
+ if(PositionGetInteger(POSITION_MAGIC) == MagicNumber)
+ return; // Position already open
+ }
+
+ // Get ATR value
+ double atrBuffer[];
+ ArraySetAsSeries(atrBuffer, true);
+ if(CopyBuffer(atrHandle, 0, 0, 1, atrBuffer) <= 0)
+ return;
+
+ double atr = atrBuffer[0];
+ if(atr == 0) return;
+
+ // Check for BUY signal
+ if(CheckBuySignal())
+ {
+ double entry = SymbolInfoDouble(_Symbol, SYMBOL_ASK);
+ double sl = entry - (atr * SL_Multiplier);
+ double tp = entry + (atr * TP_Multiplier);
+
+ // Normalize prices
+ sl = NormalizeDouble(sl, _Digits);
+ tp = NormalizeDouble(tp, _Digits);
+
+ // Open BUY position
+ if(trade.Buy(LotSize, _Symbol, entry, sl, tp, "${this.name}"))
+ Print("BUY position opened @ ", entry, " SL:", sl, " TP:", tp);
+ else
+ Print("Error opening BUY position: ", trade.ResultRetcode());
+ }
+}
+
+//+------------------------------------------------------------------+
+//| Check BUY signal based on strategy rules |
+//+------------------------------------------------------------------+
+bool CheckBuySignal()
+{
+${this.generateRulesCode()}
+
+ return true; // All rules passed
+}
+
+${this.generateHelperFunctions()}
+
+//+------------------------------------------------------------------+
+`;
+ }
+
+ generateRulesCode() {
+ return this.strategy.rules.map((rule, index) => {
+ const condition = this.ruleToMQ5(rule);
+ return ` // Rule ${index + 1}
+ if(!(${condition})) return false;`;
+ }).join('\n');
+ }
+
+ ruleToMQ5(rule) {
+ if (rule.type === 'simple') {
+ const left = this.priceToMQ5(rule.left.price, rule.left.shift);
+ const right = this.priceToMQ5(rule.right.price, rule.right.shift);
+ return `${left} ${rule.operator} ${right}`;
+ } else {
+ // Arithmetic rule
+ const left1 = this.priceToMQ5(rule.left.price1, rule.left.shift1);
+ const left2 = this.priceToMQ5(rule.left.price2, rule.left.shift2);
+ const right = this.priceToMQ5(rule.right.price, rule.right.shift);
+
+ return `(${left1} ${rule.left.op} ${left2}) ${rule.operator} (${right} * ${rule.right.multiplier})`;
+ }
+ }
+
+ priceToMQ5(priceType, shift) {
+ const type = priceType.charAt(0).toUpperCase() + priceType.slice(1).toLowerCase();
+ return `iClose(_Symbol, _Period, ${shift})`.replace('Close', type);
+ }
+
+ generateHelperFunctions() {
+ return `//+------------------------------------------------------------------+
+//| Get price value at specific shift |
+//+------------------------------------------------------------------+
+double iOpen(string symbol, ENUM_TIMEFRAMES timeframe, int shift)
+{
+ double buffer[];
+ ArraySetAsSeries(buffer, true);
+ if(CopyOpen(symbol, timeframe, shift, 1, buffer) > 0)
+ return buffer[0];
+ return 0;
+}
+
+double iHigh(string symbol, ENUM_TIMEFRAMES timeframe, int shift)
+{
+ double buffer[];
+ ArraySetAsSeries(buffer, true);
+ if(CopyHigh(symbol, timeframe, shift, 1, buffer) > 0)
+ return buffer[0];
+ return 0;
+}
+
+double iLow(string symbol, ENUM_TIMEFRAMES timeframe, int shift)
+{
+ double buffer[];
+ ArraySetAsSeries(buffer, true);
+ if(CopyLow(symbol, timeframe, shift, 1, buffer) > 0)
+ return buffer[0];
+ return 0;
+}
+
+double iClose(string symbol, ENUM_TIMEFRAMES timeframe, int shift)
+{
+ double buffer[];
+ ArraySetAsSeries(buffer, true);
+ if(CopyClose(symbol, timeframe, shift, 1, buffer) > 0)
+ return buffer[0];
+ return 0;
+}
+`;
+ }
+}
diff --git a/js/pine-converter.js b/js/pine-converter.js
new file mode 100644
index 0000000..92a872d
--- /dev/null
+++ b/js/pine-converter.js
@@ -0,0 +1,75 @@
+// Pine Script Converter
+class PineConverter {
+ constructor(strategy) {
+ this.strategy = strategy;
+ this.parser = new RuleParser();
+ }
+
+ generate() {
+ const { parameters, buy_rules, sell_rules } = this.strategy;
+ const symbol = parameters.symbol || 'EURUSD';
+ const atrPeriod = parameters.atr_period || 14;
+ const slMultiplier = parameters.sl_multiplier || 2.0;
+ const tpMultiplier = parameters.tp_multiplier || 3.0;
+
+ const buyConditions = this.parser.parseRules(buy_rules, 'pine');
+ const sellConditions = this.parser.parseRules(sell_rules, 'pine');
+
+ return `//@version=5
+strategy("Strategy ${symbol}", overlay=true,
+ initial_capital=10000,
+ default_qty_type=strategy.percent_of_equity,
+ default_qty_value=100,
+ commission_type=strategy.commission.percent,
+ commission_value=0.1)
+
+// Input Parameters
+lotSize = input.float(0.01, "Lot Size", minval=0.01, step=0.01)
+atrPeriod = input.int(${atrPeriod}, "ATR Period", minval=1)
+slMultiplier = input.float(${slMultiplier.toFixed(2)}, "Stop Loss Multiplier", minval=0.1, step=0.1)
+tpMultiplier = input.float(${tpMultiplier.toFixed(2)}, "Take Profit Multiplier", minval=0.1, step=0.1)
+
+// Calculate ATR
+atrValue = ta.atr(atrPeriod)
+
+// Buy Signal Conditions
+buySignal = ${buyConditions.join(' and\n ')}
+
+// Sell Signal Conditions
+sellSignal = ${sellConditions.join(' and\n ')}
+
+// Calculate Stop Loss and Take Profit levels
+longStopLoss = close - (atrValue * slMultiplier)
+longTakeProfit = close + (atrValue * tpMultiplier)
+shortStopLoss = close + (atrValue * slMultiplier)
+shortTakeProfit = close - (atrValue * tpMultiplier)
+
+// Strategy Entry and Exit
+if (buySignal)
+ strategy.entry("Long", strategy.long, comment="Buy Signal")
+ strategy.exit("Long Exit", "Long", stop=longStopLoss, limit=longTakeProfit)
+
+if (sellSignal)
+ strategy.entry("Short", strategy.short, comment="Sell Signal")
+ strategy.exit("Short Exit", "Short", stop=shortStopLoss, limit=shortTakeProfit)
+
+// Plot Buy and Sell signals
+plotshape(buySignal, title="Buy Signal", location=location.belowbar,
+ color=color.green, style=shape.triangleup, size=size.small)
+plotshape(sellSignal, title="Sell Signal", location=location.abovebar,
+ color=color.red, style=shape.triangledown, size=size.small)
+
+// Plot Stop Loss and Take Profit levels
+plot(strategy.position_size > 0 ? longStopLoss : na,
+ title="Long SL", color=color.red, style=plot.style_linebr, linewidth=1)
+plot(strategy.position_size > 0 ? longTakeProfit : na,
+ title="Long TP", color=color.green, style=plot.style_linebr, linewidth=1)
+plot(strategy.position_size < 0 ? shortStopLoss : na,
+ title="Short SL", color=color.red, style=plot.style_linebr, linewidth=1)
+plot(strategy.position_size < 0 ? shortTakeProfit : na,
+ title="Short TP", color=color.green, style=plot.style_linebr, linewidth=1)
+`;
+ }
+}
+
+window.PineConverter = PineConverter;
diff --git a/js/report-generator.js b/js/report-generator.js
new file mode 100644
index 0000000..5bfcc53
--- /dev/null
+++ b/js/report-generator.js
@@ -0,0 +1,272 @@
+/**
+ * HTML Report Generator - Creates interactive performance reports
+ */
+class ReportGenerator {
+ constructor(strategy, strategyName) {
+ this.strategy = strategy;
+ this.name = strategyName || 'Strategy Report';
+ }
+
+ generate() {
+ const m = this.strategy.metrics;
+
+ return `
+
+
+
+
+ ${this.name} - Performance Report
+
+
+
+
+
+
${this.name}
+
Generated by FxMathQuant Web - AI-Powered Strategy Generator
+
+
+
+
Profit Factor
+
+ ${m.profitFactor.toFixed(2)}
+
+
+
+
Win Rate
+
${m.winRate.toFixed(1)}%
+
+
+
Total Trades
+
${m.totalTrades}
+
+
+
Max Drawdown
+
${m.maxDrawdown.toFixed(2)}%
+
+
+
Total Profit
+
+ $${m.totalProfit.toFixed(2)}
+
+
+
+
Final Balance
+
$${m.finalBalance.toFixed(2)}
+
+
+
Avg Win
+
$${m.avgWin.toFixed(2)}
+
+
+
Avg Loss
+
$${Math.abs(m.avgLoss).toFixed(2)}
+
+
+
+
+
Equity Curve
+
+
+
+
+
Strategy Rules
+
BUY when ALL of the following conditions are true:
+ ${this.generateRulesHTML()}
+
+ Parameters:
+ ATR Period: ${this.strategy.atrPeriod} |
+ SL Multiplier: ${this.strategy.slMultiplier.toFixed(2)} |
+ TP Multiplier: ${this.strategy.tpMultiplier.toFixed(2)}
+
+
+
+ ${this.generateTradesTable()}
+
+
+
+
+
+
+`;
+ }
+
+ generateRulesHTML() {
+ return this.strategy.rules.map((rule, index) => {
+ let ruleText = '';
+ if (rule.type === 'simple') {
+ ruleText = `${rule.left.price.toUpperCase()}[${rule.left.shift}] ${rule.operator} ${rule.right.price.toUpperCase()}[${rule.right.shift}]`;
+ } else {
+ ruleText = `(${rule.left.price1.toUpperCase()}[${rule.left.shift1}] ${rule.left.op} ${rule.left.price2.toUpperCase()}[${rule.left.shift2}]) ${rule.operator} (${rule.right.price.toUpperCase()}[${rule.right.shift}] × ${rule.right.multiplier})`;
+ }
+ return `${index + 1}. ${ruleText}
`;
+ }).join('');
+ }
+
+ generateTradesTable() {
+ const trades = this.strategy.metrics.trades || [];
+ if (trades.length === 0) return '';
+
+ // Show first 50 trades
+ const displayTrades = trades.slice(0, 50);
+
+ return `
+
+
Trade History ${trades.length > 50 ? '(First 50 trades)' : ''}
+
+
+
+ #
+ Type
+ Entry
+ Exit
+ Profit
+ Reason
+
+
+
+ ${displayTrades.map((trade, i) => `
+
+ ${i + 1}
+ ${trade.type}
+ ${trade.entry.toFixed(5)}
+ ${trade.exit.toFixed(5)}
+
+ $${trade.profit.toFixed(2)}
+
+ ${trade.reason.replace('_', ' ')}
+
+ `).join('')}
+
+
+
`;
+ }
+}
diff --git a/js/rule-parser.js b/js/rule-parser.js
new file mode 100644
index 0000000..078ca2a
--- /dev/null
+++ b/js/rule-parser.js
@@ -0,0 +1,59 @@
+// Rule Parser - Converts strategy rule objects to platform-specific syntax
+class RuleParser {
+ constructor() { }
+
+ parseRules(rules, platform = 'mql') {
+ return rules.map(rule => this.parseRule(rule, platform));
+ }
+
+ parseRule(rule, platform = 'mql') {
+ if (rule.type === 'simple') {
+ return this.parseSimpleRule(rule, platform);
+ } else {
+ return this.parseArithmeticRule(rule, platform);
+ }
+ }
+
+ parseSimpleRule(rule, platform) {
+ const left = this.getPriceReference(rule.left.price, rule.left.shift, platform);
+ const right = this.getPriceReference(rule.right.price, rule.right.shift, platform);
+ const operator = rule.operator;
+
+ return `${left} ${operator} ${right}`;
+ }
+
+ parseArithmeticRule(rule, platform) {
+ const left1 = this.getPriceReference(rule.left.price1, rule.left.shift1, platform);
+ const left2 = this.getPriceReference(rule.left.price2, rule.left.shift2, platform);
+ const leftOp = rule.left.op;
+ const right = this.getPriceReference(rule.right.price, rule.right.shift, platform);
+ const multiplier = rule.right.multiplier;
+ const operator = rule.operator;
+
+ return `(${left1} ${leftOp} ${left2}) ${operator} (${right} * ${multiplier})`;
+ }
+
+ getPriceReference(priceType, shift, platform) {
+ const price = priceType.charAt(0).toUpperCase() + priceType.slice(1).toLowerCase();
+
+ if (platform === 'mql') {
+ // MQ4 style
+ return `${price}[${shift}]`;
+ } else if (platform === 'mq5') {
+ // MQ5 style
+ return `i${price}(_Symbol, PERIOD_CURRENT, ${shift})`;
+ } else if (platform === 'pine') {
+ // Pine Script style
+ const priceLower = priceType.toLowerCase();
+ return shift === 0 ? priceLower : `${priceLower}[${shift}]`;
+ } else if (platform === 'csharp') {
+ // cTrader C# style
+ return `MarketSeries.${price}.Last(${shift})`;
+ }
+
+ return `${price}[${shift}]`;
+ }
+}
+
+// Export for use in other modules
+window.RuleParser = RuleParser;
diff --git a/js/strategy-details.js b/js/strategy-details.js
new file mode 100644
index 0000000..45c16a3
--- /dev/null
+++ b/js/strategy-details.js
@@ -0,0 +1,329 @@
+/**
+ * View detailed strategy information in a modal
+ */
+function viewStrategyDetails(index) {
+ console.log('🔍 viewStrategyDetails called with index:', index);
+ console.log('📊 appData.foundStrategies:', appData?.foundStrategies);
+
+ if (!appData || !appData.foundStrategies) {
+ console.error('❌ appData or foundStrategies is undefined!');
+ alert('Error: Strategy data not available');
+ return;
+ }
+
+ if (index < 0 || index >= appData.foundStrategies.length) {
+ console.error('❌ Invalid index:', index, 'Length:', appData.foundStrategies.length);
+ alert('Error: Invalid strategy index');
+ return;
+ }
+
+ const strategy = appData.foundStrategies[index];
+ if (!strategy || !strategy.metrics) {
+ console.error('❌ Invalid strategy at index:', index);
+ alert('Error: Strategy data is corrupted');
+ return;
+ }
+
+ const m = strategy.metrics;
+
+ // Additional validation for required metrics
+ if (!m.profitFactor || !m.winRate || !m.totalTrades) {
+ console.error('❌ Missing required metrics:', m);
+ alert('Error: Strategy metrics are incomplete');
+ return;
+ }
+
+ // Create modal if it doesn't exist
+ let modal = document.getElementById('strategy-modal');
+ if (!modal) {
+ modal = document.createElement('div');
+ modal.id = 'strategy-modal';
+ modal.className = 'modal';
+ document.body.appendChild(modal);
+ }
+
+ const name = `FxMath_${String(index + 1).padStart(3, '0')}_PF${(m.profitFactor || 0).toFixed(2).replace('.', '_')}_WR${Math.round(m.winRate || 0)}`;
+
+ modal.innerHTML = `
+
+
+
+
+
+ Profit Factor
+ ${m.profitFactor.toFixed(2)}
+
+
+ Win Rate
+ ${m.winRate.toFixed(1)}%
+
+
+ Total Trades
+ ${m.totalTrades}
+
+
+ BUY Trades
+ ${m.buyTrades || 0}
+
+
+ SELL Trades
+ ${m.sellTrades || 0}
+
+
+ Winning Trades
+ ${m.winningTrades || 0}
+
+
+ Losing Trades
+ ${m.losingTrades || 0}
+
+
+ Max Drawdown
+ ${m.maxDrawdown.toFixed(2)}%
+
+
+ Total Profit
+ $${m.totalProfit.toFixed(2)}
+
+
+ Avg Win
+ $${m.avgWin.toFixed(2)}
+
+
+ Avg Loss
+ $${Math.abs(m.avgLoss).toFixed(2)}
+
+
+ Largest Win
+ $${m.largestWin.toFixed(2)}
+
+
+ Largest Loss
+ $${Math.abs(m.largestLoss).toFixed(2)}
+
+ ${m.bestHour && m.worstHour ? `
+
+ Best Hour:
+ ${String(m.bestHour.hour).padStart(2, '0')}:00 ($${m.bestHour.profit.toFixed(2)})
+ |
+ Worst Hour:
+ ${String(m.worstHour.hour).padStart(2, '0')}:00 ($${m.worstHour.profit.toFixed(2)})
+
+ ` : ''}
+
+
+
+
Equity Curve
+
+
+
+ ${m.hourlyStats ? `
+
+
Hourly Performance (24h)
+
+
+ ` : ''}
+
+
+
Strategy Rules
+
BUY when ALL of the following conditions are true:
+
+ ${strategy.rules.map((rule, i) => {
+ let ruleText = '';
+ if (rule.type === 'simple') {
+ ruleText = `${rule.left.price.toUpperCase()}[${rule.left.shift}] ${rule.operator} ${rule.right.price.toUpperCase()}[${rule.right.shift}]`;
+ } else {
+ ruleText = `(${rule.left.price1.toUpperCase()}[${rule.left.shift1}] ${rule.left.op} ${rule.left.price2.toUpperCase()}[${rule.left.shift2}]) ${rule.operator} (${rule.right.price.toUpperCase()}[${rule.right.shift}] × ${rule.right.multiplier})`;
+ }
+ return `
${i + 1}. ${ruleText}
`;
+ }).join('')}
+
+
+
SELL when ALL of the following conditions are true:
+
+ ${strategy.rules.map((rule, i) => {
+ let ruleText = '';
+ // Invert the operator for SELL rules
+ const invertedOp = rule.operator === '>' ? '<=' :
+ rule.operator === '<' ? '>=' :
+ rule.operator === '>=' ? '<' :
+ rule.operator === '<=' ? '>' : rule.operator;
+
+ if (rule.type === 'simple') {
+ ruleText = `${rule.left.price.toUpperCase()}[${rule.left.shift}] ${invertedOp} ${rule.right.price.toUpperCase()}[${rule.right.shift}]`;
+ } else {
+ ruleText = `(${rule.left.price1.toUpperCase()}[${rule.left.shift1}] ${rule.left.op} ${rule.left.price2.toUpperCase()}[${rule.left.shift2}]) ${invertedOp} (${rule.right.price.toUpperCase()}[${rule.right.shift}] × ${rule.right.multiplier})`;
+ }
+ return `
${i + 1}. ${ruleText}
`;
+ }).join('')}
+
+
+ Parameters: ATR Period: ${strategy.atrPeriod} | SL Multiplier: ${strategy.slMultiplier.toFixed(2)} | TP Multiplier: ${strategy.tpMultiplier.toFixed(2)}
+
+
+
+
+
Trade Statement
+
+
+
+
+ #
+ Type
+ Entry
+ Exit
+ Profit
+ Reason
+
+
+
+ ${(m.trades && m.trades.length > 0) ? m.trades.map((t, i) => `
+
+ ${i + 1}
+ ${t.type}
+ ${t.entry.toFixed(5)}
+ ${t.exit.toFixed(5)}
+ $${t.profit.toFixed(2)}
+ ${t.reason.replace('_', ' ')}
+
+ `).join('') : 'No trades recorded '}
+
+
+
+
+
+
+
+
+ `;
+
+ modal.style.display = 'flex';
+
+ // Draw equity chart
+ setTimeout(() => {
+ const ctx = document.getElementById('equity-chart').getContext('2d');
+ new Chart(ctx, {
+ type: 'line',
+ data: {
+ labels: m.equity.map((_, i) => i),
+ datasets: [{
+ label: 'Account Balance',
+ data: m.equity,
+ borderColor: '#667eea',
+ backgroundColor: 'rgba(102, 126, 234, 0.1)',
+ tension: 0.4,
+ fill: true,
+ pointRadius: 0
+ }]
+ },
+ options: {
+ responsive: true,
+ maintainAspectRatio: false,
+ plugins: {
+ legend: { display: false },
+ tooltip: {
+ backgroundColor: '#1a1f3a',
+ titleColor: '#fff',
+ bodyColor: '#a0aec0',
+ borderColor: '#2d3748',
+ borderWidth: 1
+ }
+ },
+ scales: {
+ y: {
+ beginAtZero: false,
+ grid: { color: '#2d3748' },
+ ticks: { color: '#a0aec0' }
+ },
+ x: {
+ grid: { color: '#2d3748' },
+ ticks: { color: '#a0aec0' }
+ }
+ }
+ }
+ });
+
+ // Render hourly performance chart if data exists
+ if (m.hourlyStats) {
+ const hourlyCanvas = document.getElementById('hourly-chart');
+ if (hourlyCanvas) {
+ new Chart(hourlyCanvas, {
+ type: 'bar',
+ data: {
+ labels: Array.from({ length: 24 }, (_, i) => `${String(i).padStart(2, '0')}:00`),
+ datasets: [{
+ label: 'Profit/Loss',
+ data: m.hourlyStats.map(h => h.profit),
+ backgroundColor: m.hourlyStats.map(h => h.profit >= 0 ? 'rgba(72, 187, 120, 0.6)' : 'rgba(245, 101, 101, 0.6)'),
+ borderColor: m.hourlyStats.map(h => h.profit >= 0 ? 'rgba(72, 187, 120, 1)' : 'rgba(245, 101, 101, 1)'),
+ borderWidth: 1
+ }]
+ },
+ options: {
+ responsive: true,
+ maintainAspectRatio: false,
+ plugins: {
+ legend: { display: false },
+ tooltip: {
+ callbacks: {
+ label: function (context) {
+ const hour = context.dataIndex;
+ const stats = m.hourlyStats[hour];
+ return [
+ `Profit: $${stats.profit.toFixed(2)}`,
+ `Trades: ${stats.trades}`,
+ `Wins: ${stats.wins} | Losses: ${stats.losses}`
+ ];
+ }
+ }
+ }
+ },
+ scales: {
+ y: {
+ beginAtZero: true,
+ grid: { color: 'rgba(255, 255, 255, 0.1)' },
+ ticks: { color: '#a0aec0' }
+ },
+ x: {
+ grid: { display: false },
+ ticks: { color: '#a0aec0', maxRotation: 45, minRotation: 45 }
+ }
+ }
+ }
+ });
+ }
+ }
+ }, 100);
+}
+
+/**
+ * Close strategy modal
+ */
+function closeStrategyModal() {
+ const modal = document.getElementById('strategy-modal');
+ if (modal) {
+ modal.style.display = 'none';
+ }
+}
+
+// Close modal when clicking outside
+window.onclick = function (event) {
+ const modal = document.getElementById('strategy-modal');
+ if (event.target === modal) {
+ closeStrategyModal();
+ }
+}
+
+// Explicitly expose functions to global scope for inline onclick handlers
+window.viewStrategyDetails = viewStrategyDetails;
+window.closeStrategyModal = closeStrategyModal;
diff --git a/js/strategy.js b/js/strategy.js
new file mode 100644
index 0000000..eb7815c
--- /dev/null
+++ b/js/strategy.js
@@ -0,0 +1,152 @@
+/**
+ * Strategy Class - Represents a trading strategy with rules and parameters
+ */
+class Strategy {
+ constructor() {
+ this.rules = [];
+ this.atrPeriod = 20;
+ this.slMultiplier = 2.0;
+ this.tpMultiplier = 3.0;
+ this.closeAtOpposite = false; // Disable to allow independent BUY/SELL signals
+ this.fitness = 0;
+ this.metrics = {};
+ this.id = this.generateId();
+ }
+
+ generateId() {
+ return 'strategy_' + Date.now() + '_' + Math.random().toString(36).substr(2, 9);
+ }
+
+ /**
+ * Generate random trading rules
+ */
+ generateRandomRules(count, shiftRange) {
+ const minRules = count[0] || 3;
+ const maxRules = count[1] || 8;
+ const numRules = Math.floor(Math.random() * (maxRules - minRules + 1)) + minRules;
+
+ for (let i = 0; i < numRules; i++) {
+ this.rules.push(this.generateRule(shiftRange));
+ }
+ }
+
+ /**
+ * Generate a single random rule
+ */
+ generateRule(shiftRange) {
+ const priceTypes = ['open', 'high', 'low', 'close'];
+ const operators = ['>', '<', '>=', '<='];
+
+ const minShift = shiftRange[0] || 1;
+ const maxShift = shiftRange[1] || 10;
+
+ // 70% simple rules, 30% arithmetic rules
+ if (Math.random() < 0.7) {
+ // Simple rule: CLOSE[1] > OPEN[2]
+ return {
+ type: 'simple',
+ left: {
+ price: priceTypes[Math.floor(Math.random() * 4)],
+ shift: Math.floor(Math.random() * (maxShift - minShift + 1)) + minShift
+ },
+ operator: operators[Math.floor(Math.random() * 4)],
+ right: {
+ price: priceTypes[Math.floor(Math.random() * 4)],
+ shift: Math.floor(Math.random() * (maxShift - minShift + 1)) + minShift
+ }
+ };
+ } else {
+ // Arithmetic rule: (HIGH[1] + LOW[1]) > (CLOSE[2] * 1.01)
+ const arithmeticOps = ['+', '-', '*'];
+ const multipliers = [0.99, 1.01, 1.02, 0.98];
+
+ return {
+ type: 'arithmetic',
+ left: {
+ price1: priceTypes[Math.floor(Math.random() * 4)],
+ shift1: Math.floor(Math.random() * (maxShift - minShift + 1)) + minShift,
+ op: arithmeticOps[Math.floor(Math.random() * 3)],
+ price2: priceTypes[Math.floor(Math.random() * 4)],
+ shift2: Math.floor(Math.random() * (maxShift - minShift + 1)) + minShift
+ },
+ operator: operators[Math.floor(Math.random() * 4)],
+ right: {
+ price: priceTypes[Math.floor(Math.random() * 4)],
+ shift: Math.floor(Math.random() * (maxShift - minShift + 1)) + minShift,
+ multiplier: multipliers[Math.floor(Math.random() * 4)]
+ }
+ };
+ }
+ }
+
+ /**
+ * Randomize ATR and SL/TP parameters
+ */
+ randomizeParameters() {
+ this.atrPeriod = Math.floor(Math.random() * 31) + 10; // 10-40
+ this.slMultiplier = (Math.random() * 3) + 1; // 1.0-4.0
+ this.tpMultiplier = this.slMultiplier + (Math.random() * 5) + 0.5; // SL + 0.5 to 5.5
+ }
+
+ /**
+ * Create a deep copy of the strategy
+ */
+ copy() {
+ const newStrategy = new Strategy();
+ newStrategy.rules = JSON.parse(JSON.stringify(this.rules));
+ newStrategy.atrPeriod = this.atrPeriod;
+ newStrategy.slMultiplier = this.slMultiplier;
+ newStrategy.tpMultiplier = this.tpMultiplier;
+ newStrategy.closeAtOpposite = this.closeAtOpposite;
+ newStrategy.metrics = this.metrics ? JSON.parse(JSON.stringify(this.metrics)) : {};
+ newStrategy.fitness = this.fitness || 0;
+ return newStrategy;
+ }
+
+ /**
+ * Convert rules to human-readable format
+ */
+ getRulesText() {
+ return this.rules.map((rule, index) => {
+ if (rule.type === 'simple') {
+ return `${index + 1}. ${rule.left.price.toUpperCase()}[${rule.left.shift}] ${rule.operator} ${rule.right.price.toUpperCase()}[${rule.right.shift}]`;
+ } else {
+ return `${index + 1}. (${rule.left.price1.toUpperCase()}[${rule.left.shift1}] ${rule.left.op} ${rule.left.price2.toUpperCase()}[${rule.left.shift2}]) ${rule.operator} (${rule.right.price.toUpperCase()}[${rule.right.shift}] * ${rule.right.multiplier})`;
+ }
+ }).join('\n');
+ }
+
+ /**
+ * Export to JSON
+ */
+ toJSON() {
+ return {
+ id: this.id,
+ rules: this.rules,
+ parameters: {
+ atr_period: this.atrPeriod,
+ sl_multiplier: this.slMultiplier,
+ tp_multiplier: this.tpMultiplier,
+ close_at_opposite: this.closeAtOpposite
+ },
+ performance: this.metrics,
+ fitness: this.fitness
+ };
+ }
+
+ /**
+ * Import from JSON
+ */
+ static fromJSON(json) {
+ const strategy = new Strategy();
+ strategy.id = json.id;
+ strategy.rules = json.rules;
+ strategy.atrPeriod = json.parameters.atr_period;
+ strategy.slMultiplier = json.parameters.sl_multiplier;
+ strategy.tpMultiplier = json.parameters.tp_multiplier;
+ strategy.closeAtOpposite = json.parameters.close_at_opposite || false;
+ strategy.metrics = json.performance || {};
+ strategy.fitness = json.fitness || 0;
+ return strategy;
+ }
+}
diff --git a/js/ui-controller.js b/js/ui-controller.js
new file mode 100644
index 0000000..14980a5
--- /dev/null
+++ b/js/ui-controller.js
@@ -0,0 +1,2 @@
+// UI Controller - Simple helper functions for UI updates
+// (Most UI logic is in main.js)
diff --git a/login.html b/login.html
new file mode 100644
index 0000000..87d9726
--- /dev/null
+++ b/login.html
@@ -0,0 +1,240 @@
+
+
+
+
+
+
+ FxMathQuant - License Activation
+
+
+
+
+
+
+
+
🔐 FxMathQuant
+
Strategy Finder & Optimizer
+
+
+
+
+
+
+
+ Need a license?
Contact Support
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/manual.html b/manual.html
new file mode 100644
index 0000000..cae8472
--- /dev/null
+++ b/manual.html
@@ -0,0 +1,419 @@
+
+
+
+
+
+
+ FxMathQuant User Manual
+
+
+
+
+
+
+
📚 FxMathQuant User Manual
+
AI-Powered Trading Strategy Generator
+
+
+
+
🚀 Getting Started
+
What is FxMathQuant?
+
FxMathQuant is an AI-powered trading strategy generator that uses genetic algorithms to discover profitable
+ trading strategies from your historical price data.
+
+
System Requirements
+
+ Web Browser : Chrome, Firefox, Safari, or Edge (latest version)
+ MetaTrader : MT4 or MT5 (for data export)
+ License Key : Required for access
+
+
+
🔑 License Activation
+
Step 1: Obtain License Key
+
Purchase a license from:
+
+
+
Step 2: Activate License
+
+ Open the application in your web browser
+ Enter your license key in the format: XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX-XXXX
+ Click "Activate License"
+ Wait for validation (requires internet connection)
+ You'll be redirected to the main application
+
+
+
+ Session Duration: Your session remains active until you logout or clear browser data. There
+ is no automatic logout.
+
+
+
📊 Exporting Data from MT4/MT5
+
Download Data Provider EA
+
Download the EA from the application:
+
+ MT4 : FxMathQuant_DataExporter_MT4.ex4
+ MT5 : FxMathQuant_DataExporter_MT5.ex5
+
+
+
Export Historical Data
+
+ Open a chart (e.g., XAUUSD H1)
+ Drag the EA onto the chart
+ Configure settings:
+
+ Bars to Export : 10,000 (recommended)
+ Remove Suffix : true
+ Export Folder : FxMathQuant
+
+
+ Click "Export to CSV" button
+ Wait for completion message
+ Find your file: MQL4/Files/FxMathQuant/XAUUSD_H1.csv
+
+
+
Recommended Data
+
+
+
+ Timeframe
+ Bars
+ Use Case
+
+
+
+
+ M15
+ 10,000
+ Scalping strategies
+
+
+ H1
+ 10,000
+ Intraday trading
+
+
+ H4
+ 5,000
+ Swing trading
+
+
+ D1
+ 3,000
+ Position trading
+
+
+
+
+
📤 Uploading Data
+
+ Click "Browse" or drag-and-drop your CSV file
+ Select the file exported from MT4/MT5
+ Wait for parsing (10,000 bars ≈ 2-3 seconds)
+ Confirmation: "Data loaded successfully: X bars"
+
+
+
⚙️ Configuring Strategy Generation
+
Genetic Algorithm Settings
+
+
+
+ Parameter
+ Default
+ Range
+ Description
+
+
+
+
+ Population Size
+ 100
+ 50-500
+ Number of strategies per generation
+
+
+ Generations
+ 50
+ 10-200
+ Number of evolution cycles
+
+
+ Mutation Rate
+ 0.1
+ 0.01-0.5
+ Probability of random changes
+
+
+ Crossover Rate
+ 0.7
+ 0.3-0.9
+ Probability of combining strategies
+
+
+
+
+
🎯 Generating Strategies
+
+ Review your settings
+ Click "Start Generation"
+ Monitor progress (current generation, strategies found, best fitness)
+ Wait for completion (30 seconds to 5 minutes)
+
+
+
📈 Viewing Results
+
Each strategy shows:
+
+ Profit Factor : Ratio of gross profit to gross loss
+ Win Rate : Percentage of winning trades
+ Total Trades : Number of trades executed
+ Net Profit : Total profit in currency
+ Max Drawdown : Largest equity drop
+
+
+
Click "View Details" to see:
+
+ Performance Metrics
+ BUY/SELL Rules
+ Equity Curve Chart
+ Hourly Performance
+ Complete Trade Statement
+
+
+
💾 Downloading Strategies
+
Available Formats
+
+ MetaTrader 4 (.mq4) - For MT4 platform
+ MetaTrader 5 (.mq5) - For MT5 platform
+ cTrader (.cs) - For cTrader platform
+ TradingView (Pine Script) - For TradingView
+ HTML Report - Comprehensive performance report
+ JSON Data - Raw strategy data
+
+
+
🐛 Troubleshooting
+
+
CSV Upload Issues
+
+ Error: "CSV must contain: time, open, high, low, close columns"
+ Solution: Ensure CSV has required columns. Column names can be lowercase or capitalized.
+
+
+
License Issues
+
+ Error: "Invalid license key"
+ Solution: Check key format (32 characters with dashes). Copy-paste from email.
+
+
+
Generation Issues
+
+ No strategies found
+ Solution: Relax criteria (lower Min Profit Factor, Win Rate). Increase population size and
+ generations.
+
+
+
📞 Contact Support
+
+
+
+
+ ⚠️ Disclaimer: Past performance does not guarantee future results. Always test strategies
+ on demo account first. Use proper risk management.
+
+
+
+ © 2025 FxMath Solution. All rights reserved.
+
+
+
+
+
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