https://github.com/pegah-ardehkhani/optimization-problems-and-solutions

A repository dedicated to the mathematical modeling and solution of optimization problems, featuring practical examples in Stochastic Programming, Linear Programming (LP), and Mixed-Integer Linear Programming (MILP)
https://github.com/pegah-ardehkhani/optimization-problems-and-solutions

cplex integer-linear-programming integer-programming linear-programming mixed-integer-programming modeling non-linear-optimization operations-research optimization optimization-modeling optimization-problem optimization-solver pulp pulp-library pyomo pyomo-glpk pyomo-library python r-programming stochastic-optimization

Last synced: 3 months ago
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A repository dedicated to the mathematical modeling and solution of optimization problems, featuring practical examples in Stochastic Programming, Linear Programming (LP), and Mixed-Integer Linear Programming (MILP)

• Host: GitHub
• URL: https://github.com/pegah-ardehkhani/optimization-problems-and-solutions
• Owner: Pegah-Ardehkhani
• License: gpl-3.0
• Created: 2022-06-29T11:03:21.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-12-10T19:50:04.000Z (10 months ago)
• Last Synced: 2025-04-03T05:51:08.055Z (6 months ago)
• Topics: cplex, integer-linear-programming, integer-programming, linear-programming, mixed-integer-programming, modeling, non-linear-optimization, operations-research, optimization, optimization-modeling, optimization-problem, optimization-solver, pulp, pulp-library, pyomo, pyomo-glpk, pyomo-library, python, r-programming, stochastic-optimization
• Language: Jupyter Notebook
• Homepage:
• Size: 1.35 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Optimization Problems and Solutions ![license](https://img.shields.io/github/license/Pegah-Ardehkhani/Optimization-Problems-and-Solutions.svg) ![releases](https://img.shields.io/github/release/Pegah-Ardehkhani/Optimization-Problems-and-Solutions.svg)

> **`Note`**: Problems 19, 21, and 22 are solved with Python, CPLEX, and R, while the others use Python only.

> **`Note`**: This repository is still developing.



  



## Table of Contents ✍️

[01. Financial Planning and Control](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/01.%20Financial%20Planning%20and%20Control) 💰 💸 

[02. Farmer's Problem](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/02.%20Farmer's%20Problem) 🧑‍🌾 👨‍🌾 

[03. Partition a New Plane](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/03.%20Partition%20a%20New%20Plane) 🛩️ 

[04. Transportation Problem](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/04.%20Transportation%20Problem) 🚛 

[05. Travelling Salesman Problem (TSP)](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/05.%20Travelling%20Salesman%20Problem%20(TSP)) 🗺 

[06. Simple Radiation Therapy](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/06.%20Simple%20Radiation%20Therapy) ☢️ 

[07. Investment](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/7.%20Investment) 💰 

[08. Regional Planning](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/08.%20Regional%20Planning) 🚜 

[09. Controlling Air Pollution](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/09.%20Controlling%20Air%20Pollution) 😷 

[10. Shoe Company](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/10.%20Shoe%20Company) 👠 

[11. California Manufacturing Company](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/11.%20California%20Manufacturing%20Company) 🏭 

[12. Product Diversification](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/12.%20Product%20Diversification) 📦 

[13. TV Spots](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/13.%20TV%20Spots) 📺 

[14. Airline Crews](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/14.%20Airline%20Crews) 👩🏻‍✈️ 

[15. Household Chores](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/15.%20Household%20Chores) 🏠 

[16. Capital Investment Selection](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/16.%20Capital%20Investment%20Selection) 💸 

[17. Optimal Product Selection](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/17.%20Optimal%20Product%20Selection) 🏷️ 

[18. Toy Factory](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/18.%20Toy%20Factory) 🧸 

[19. Aircraft Purchase](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/19.%20Aircraft%20Purchase) ✈️ 

[20. Reclaiming Solid Wastes](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/20.%20Reclaiming%20Solid%20Wastes) 🗑️ 

[21. Personnel Scheduling](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/21.%20Personnel%20Scheduling) 🧑‍💼 

[22. Manufacturing Firm with Excess Capacity](https://github.com/Pegah-Ardehkhani/Optimization-Problems-and-Solutions/tree/main/22.%20Manufacturing%20Firm%20with%20Excess%20Capacity) 🏢