https://github.com/apiz23/algebra-project

Algebra Project - matrix and linear programming
https://github.com/apiz23/algebra-project

Last synced: 2 months ago
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Algebra Project - matrix and linear programming

• Host: GitHub
• URL: https://github.com/apiz23/algebra-project
• Owner: apiz23
• Created: 2024-06-18T17:08:06.000Z (7 months ago)
• Default Branch: master
• Last Pushed: 2024-06-27T14:54:57.000Z (7 months ago)
• Last Synced: 2024-06-27T19:36:52.124Z (7 months ago)
• Language: Python
• Size: 8.79 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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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