Master linear and nonlinear programming through interactive tutorials, visualizations, and real-world applications
- 📖 Comprehensive Content: Detailed chapters covering linear programming, nonlinear programming, and optimization techniques
- 🎮 Interactive Learning: Hands-on games and simulations to reinforce concepts
- 📊 Visualizations: Dynamic graphs and charts to illustrate complex mathematical concepts
- 🧩 Problem-Solving: Real-world applications and case studies
- 🏆 Achievement System: Track your progress and earn badges as you learn
- 🌙 Dark/Light Mode: Comfortable reading experience in any environment
- 📱 Responsive Design: Learn on any device, from desktop to mobile
- Basic linear programming concepts
- Simplex method implementation
- Duality theory
- Transportation problem
- Diet problem
- Manufacturing problem
- Warehousing problem
- Maximal flow problem
- Nonlinear programming fundamentals
- Convex optimization
- Gradient descent methods
- Interior point methods
- Integer programming
- Branch and bound algorithms
- Dynamic programming
- User accounts and progress tracking
- Collaborative problem-solving
- Custom problem creation
- Solution sharing and discussion
- Performance analytics
- Instructor dashboard
- Assignment creation and grading
- Student progress monitoring
- Integration with LMS platforms
- API for educational institutions
- Machine learning optimization
- Financial portfolio optimization
- Supply chain optimization
- Energy systems optimization
- Healthcare resource allocation
- Node.js 18.0 or higher
- npm or yarn
-
Clone the repository
git clone https://github.com/zhutoutoutousan/linear-and-nonlinear-programming.git cd linear-and-nonlinear-programming -
Install dependencies
npm install # or yarn install -
Run the development server
npm run dev # or yarn dev -
Open http://localhost:3000 in your browser
We welcome contributions from mathematicians, educators, developers, and anyone passionate about optimization techniques! Here's how you can help:
-
Content Creation
- Add new chapters or sections
- Create interactive examples
- Develop visualizations for complex concepts
- Write tutorials or case studies
-
Code Improvements
- Fix bugs
- Improve performance
- Add new features
- Enhance accessibility
-
Documentation
- Improve existing documentation
- Add comments to code
- Create user guides
- Write blog posts about the platform
-
Testing
- Report bugs
- Suggest improvements
- Test on different devices/browsers
- Provide feedback on user experience
- Fork the repository
- Create a new branch (
git checkout -b feature/amazing-feature) - Make your changes
- Commit your changes (
git commit -m 'Add some amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
- Follow the existing code style
- Write clear, commented code
- Include tests for new features
- Update documentation as needed
This project is licensed under the MIT License - see the LICENSE file for details.
- Next.js - The React framework
- Tailwind CSS - Utility-first CSS framework
- Shadcn UI - Re-usable components
- KaTeX - Fast math typesetting
- D3.js - Data visualization library
Have questions or suggestions? We'd love to hear from you!
- GitHub Issues: Report a bug or request a feature
- Email: tian.shao@namelos.xyz
If you find this project helpful, consider supporting its development:
Scan to support via Alipay
Made with ❤️ by the Linear and Nonlinear Programming Team