Operations Research Suite
About / Mission
Operations Research Suite (OR-toolkit) is a research-oriented organization dedicated to developing and maintaining high-quality tools and libraries for Operations Research and optimization problems. Our mission is to provide accessible, efficient, and well-documented implementations of advanced optimization techniques that can be used by researchers, students, and practitioners alike.
We focus on creating modular, extensible solutions that address real-world optimization challenges while maintaining academic rigor and practical applicability.
Projects
Our main repositories showcase different aspects of optimization and Operations Research:
Vehicle Routing Problem with Column Generation
This project addresses the Vehicle Routing Problem with Time Windows (VRPTW) and its variants by employing a Dantzig–Wolfe reformulation combined with a column generation approach.
Repository: Vehicle Routing with Column Generation
Stochastic Programming with Recourse formulation
Implements a stochastic optimization problem using the Stochastic Programs with Recourse formulation. The goal is to analyze and solve the problem under different demand variances using various models.
Repository: Stochastic Programming with Recourse formulation
Participation
We welcome contributions from the community! Here’s how you can get involved:
How to Contribute
- Report Issues: If you find bugs or have feature requests, please open an issue in the relevant repository
- Submit Pull Requests: We welcome code contributions. Please ensure your code follows our coding standards and includes appropriate tests
- Documentation: Help us improve our documentation by fixing errors or adding examples
- Spread the Word: Star our repositories and share them with others who might benefit
Getting Started
- Browse our repositories and find something that interests you
- Read the README and CONTRIBUTING guidelines in each repository
- Start with “good first issue” labels if you’re new to the project
- Join discussions and ask questions
Contact
For questions, collaboration opportunities, or general inquiries, please reach out:
- Email: boulaich.mohamed970@gmail.com
- GitHub: OR-toolkit Organization
We’re always interested in hearing about how you’re using our tools or ideas for new features!