https://github.com/apiz23/algebra-project
Algebra Project - matrix and linear programming
https://github.com/apiz23/algebra-project
Last synced: 4 months ago
JSON representation
Algebra Project - matrix and linear programming
- Host: GitHub
- URL: https://github.com/apiz23/algebra-project
- Owner: apiz23
- Created: 2024-06-18T17:08:06.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-06-27T14:54:57.000Z (over 1 year ago)
- Last Synced: 2025-01-22T04:09:26.861Z (10 months ago)
- Language: Python
- Size: 8.79 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Algebra Project
This project demonstrates two main problems: Network Traffic Flow and Optimization of Manufacturing Production using Python libraries like NumPy, NetworkX, Matplotlib, PuLP, and PyFiglet.
## Prerequisites
Ensure you have Python and pip installed on your system. You can download Python from [python.org](https://www.python.org/downloads/).
## Installation
To install the required libraries, run the following command:
```
.\install_library.bat
```
## Running the Project
To run the project, execute:
```
.\run.bat
```
## Features
Network Traffic Flow
- Calculates eigenvalues and eigenvectors of a traffic flow matrix.
- Visualizes the network graph with critical links highlighted.
- Computes optimal traffic flow using inverse matrix and Gauss-Jordan elimination.
Optimize Manufacturing Production
- Solves a linear programming problem to maximize profit.
- Visualizes the feasible region and optimal solution.
## Acknowledgements
This project uses the following libraries:
- NumPy
- NetworkX
- Matplotlib
- PuLP
- PyFiglet