Entangle Minds - Quantum Navigation System

A cutting-edge navigation application that leverages quantum-inspired algorithms for optimal route finding. This project demonstrates the potential of quantum computing principles in solving real-world routing problems.

Features

🌟 Key Features

• Quantum-Inspired Route Optimization

  • Multiple route analysis using quantum superposition principles
  • Advanced algorithms for path optimization
  • Real-time performance metrics and comparisons

• Multi-Modal Transportation

  • Support for driving 🚗
  • Walking routes 🚶
  • Cycling paths 🚲

• Interactive Map Interface

  • Easy point selection for start and destination
  • Real-time route visualization
  • Dynamic route highlighting

• Advanced Analytics

  • Detailed performance metrics
  • Route comparison visualization
  • Quantum vs Classical route analysis
  • Interactive charts and graphs

📊 Visualization Features

• Radar charts for performance analysis
• Bar charts for metric comparisons
• Elevation profile visualization
• Real-time route efficiency metrics

Technology Stack

• Frontend Framework: React.js
• Model : A custom model build on top of the QC fundamentals ( Future Updation )
• Mapping: Leaflet with OpenStreetMap
• Routing: OSRM (Open Source Routing Machine)
• Visualization: Chart.js
• Animations: Framer Motion
• Styling: Tailwind CSS
• Icons: Lucide React

Installation

1. Clone the repository:

git clone https://github.com/yourusername/entangle-minds.git

2. Install dependencies:

cd entangle-minds
npm install

3. Start the development server:

npm run dev

4. Open http://localhost:3000 in your browser

Usage

1. Select Transportation Mode

   • Choose between driving, walking, or cycling

2. Set Route Points

   • Click "Set Start Point" and select on map
   • Click "Set End Point" and select on map

3. Generate Routes

   • Click "Find Routes" to generate quantum and classical paths
   • View multiple route options with different optimization levels

4. Compare Routes

   • Use the "Compare Routes" feature to see detailed analysis
   • View performance metrics and optimization scores
   • Analyze quantum vs classical routing differences

Quantum Optimization

The application uses quantum-inspired algorithms to optimize routes based on multiple factors:

• Distance optimization
• Time efficiency
• Route complexity
• Traffic patterns
• Elevation profiles
• Real-time conditions

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• OpenStreetMap for mapping data
• OSRM for routing engine
• React and its community for excellent tools
• Quantum computing research that inspired this project

Contact

Your Name - @yourtwitter Project Link: https://github.com/saishmungase/entangle-minds

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Made with ⚛️ by SAISH