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Management-Science

GitHub for exchanging data and the formulation of the stochastic mathematical model

Introduction

Welcome to the GitHub repository for our project developed as part of a task at Technical University Dresden for the module "Actual Topics in Management Science" by Prof. Becker.

Important Definitions

🥅 Types of the products

• Dry = 0
• Fresh = 1

🥅 Order of the production plant

-> Each plant produces one of these products: PM,UHT,Yogurt,Cheese Please use exactly this order for generating the dat

🥅 Order of the distribution centers

-> In Fig. 3 all the DCs are shown, i used the following order for all lists! ["DC-SAL", "DC-CBA", "DC-CTE","DC-POS","DC-RAF","DC-MZA", "DC-ROS", "DC_NQN", "DC-BUE"]

🥅 Order of the production campaigns/ Shiftbased - Lenghtbased

-> Please use the following definition

• 0 = Lengthbased
• 1 = Shiftbased

Project Summary:

This project aims to understand and reproduce the results presented in the source paper provided. Leveraging Python3 and Gurobi, we delve into the computational aspects of management science, striving to replicate and expand upon the findings presented in the original research.

Project Status:

🚧 This project is not ready yet. We are still working on it.

Scource Paper

Guarnaschelli, A., Salomone, H. E., & Méndez, C. A. (2020). A stochastic approach for integrated production and distribution planning in dairy supply chains. Computers and Chemical Engineering, 140. https://doi.org/10.1016/j.compchemeng.2020.106966

Installation Guide

Just clone the repository and run. Feel free to adjust starting values.

+++ We use GitMojis for commiting changes: https://gitmoji.dev/