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Applying Math with Python

You're reading from  Applying Math with Python

Product type Book
Published in Jul 2020
Publisher Packt
ISBN-13 9781838989750
Pages 358 pages
Edition 1st Edition
Languages
Author (1):
Sam Morley Sam Morley
Profile icon Sam Morley
Toc

Table of Contents (12) Chapters close

Preface 1. Basic Packages, Functions, and Concepts 2. Mathematical Plotting with Matplotlib 3. Calculus and Differential Equations 4. Working with Randomness and Probability 5. Working with Trees and Networks 6. Working with Data and Statistics 7. Regression and Forecasting 8. Geometric Problems 9. Finding Optimal Solutions 10. Miscellaneous Topics 11. Other Books You May Enjoy

Coloring a network

Networks are also useful in scheduling problems, where you need to arrange activities into different slots so that there are no conflicts. For example, we could use networks to schedule classes to make sure that students who are taking different options do not have to be in two classes at once. In this scenario, the nodes will represent the different classes and the edges will indicate that there are students taking both classes. The process we use to solve these kinds of problems is called network coloring. This process involves assigning the fewest possible colors to the nodes in a network so that no two adjacent nodes have the same color.

In this recipe, we will learn how to color a network to solve a simple scheduling problem.

Getting ready

For this recipe, we need the NetworkX package imported as nx and the Matplotlib pyplot module imported as plt.

How to do it...

Follow these steps to solve a network coloring...

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