https://github.com/dipto9999/linear_optimization_pulp
Jupyter Notebook Files Written in Python using the PuLP Library. LaTex Used for Mathematical Description.
https://github.com/dipto9999/linear_optimization_pulp
jupyter-notebook latex linear-programming pulp python
Last synced: about 1 month ago
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Jupyter Notebook Files Written in Python using the PuLP Library. LaTex Used for Mathematical Description.
- Host: GitHub
- URL: https://github.com/dipto9999/linear_optimization_pulp
- Owner: Dipto9999
- Created: 2021-05-19T02:39:43.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2022-04-09T14:46:02.000Z (about 4 years ago)
- Last Synced: 2025-09-07T04:37:44.786Z (9 months ago)
- Topics: jupyter-notebook, latex, linear-programming, pulp, python
- Language: Jupyter Notebook
- Homepage:
- Size: 2.68 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: History.md
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README
# Linear Optimization With PuLP
## Contents
* [Overview](#Overview)
* [Project Ideas](#Project-Ideas)
* [Credit](#Credit)
## Overview
I applied my knowledge of programming principles to solve linear optimization problems from my upper year math elective course : MATH 340 - Linear Optimization. This involved writing Jupyter Notebook files using the PuLP Library in Python.
To better explain the scenarios detailed in the homework, I described the mathematical concepts and formulation of the linear optimization problem using `LaTex` in the `.ipynb` files.
### Project Ideas
I have written a [short essay](History.md) on the development of Linear Optimization, which also touches on its wide usage in different economical applications.
This has given me the idea to use Linear Optimization and PuLP in a larger Sudoku Game Project. As shown in the following script [(`Sudoku2.py`)](https://raw.githubusercontent.com/coin-or/pulp/master/examples/Sudoku2.py), this can be used to find the solutions to the game.
## Credit
The (`Sudoku2.py`) script is further detailed by its authors at
[https://coin-or.github.io/pulp/CaseStudies/a_sudoku_problem.html](https://coin-or.github.io/pulp/CaseStudies/a_sudoku_problem.html)