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Raw Materials Optimization for Food Manufacturing with Python 🥫

Use linear programming to create an optimal recipe for a cheap meal bar that meets specific nutritional requirements

Article

In this Article, we will build a model to design an optimal recipe for a meal bar.

Youtube Video

Click on the image below to access a short explainer video to understand the concept behind this solution

Explainer Video Link

Problem Statement

As an R&D manager of a large food manufacturer, you need to design a recipe for a new cheap and healthy meal bar. Meal bars must function as a meal rather than just a snack to fill in the cracks.

Scenario

7 ingredients are available Meat: Chicken, Beef, Mutton Non-Meat: Rice, Corn, Wheat bran, Peanuts

These ingredients have different nutrition facts (in grams) per gram

They have also different costs ($/gram)

Objective

Minimize the total cost per bar (Weight: 120g).

Code

This repository code you will find all the code used to explain the concepts presented in the article.

About me 🤓

Senior Supply Chain and Data Science consultant with international experience working on Logistics and Transportation operations.
For consulting or advising on analytics and sustainable supply chain transformation, feel free to contact me via Logigreen Consulting. \

Please have a look at my personal blog: Personal Website