Hungarian Solver
Hungarian Solver is a web-based application designed to solve the Hungarian Algorithm, a combinatorial optimization method used to solve assignment problems, such as minimizing the cost of assigning workers to tasks. This tool helps users quickly find optimal solutions for problems where assignments need to be made between two sets, ensuring the most efficient pairing.
Features
- • Solve Assignment Problems: Implements the Hungarian Algorithm to solve classic assignment problems.
- • Interactive UI: Allows users to input their own matrix of costs, representing the problem.
- • Real-Time Calculation: Solves the problem instantly and displays the optimal assignments and minimized cost.
- • Optimized for Speed: Efficiently handles smaller to medium-sized assignment matrices.
Technical Details
The Hungarian Solver was built using modern web technologies:
- • TypeScript: Core functionality is implemented using TypeScript, including the algorithm logic.
- • HTML/CSS: Used to build the responsive user interface, allowing users to interact with the tool.
- • Vercel Hosting: The application is deployed on Vercel for fast, reliable hosting.
- • GitHub: The project is managed and version-controlled using GitHub.
Implementation
The application takes an input matrix representing the assignment problem, and the Hungarian Algorithm is applied to calculate the optimal assignment of tasks to workers with the minimum possible cost. The matrix is processed in real-time, and the optimal solution is displayed immediately, with both the assignment and minimized cost clearly outlined. The tool is built to be simple and intuitive, providing a user-friendly interface for users to easily input data and receive solutions quickly. A client-side architecture is used to ensure responsive and efficient interactions.
Links
- Check it out: Live Demo
- For more details: Repository