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Practical Discrete Mathematics

You're reading from   Practical Discrete Mathematics Discover math principles that fuel algorithms for computer science and machine learning with Python

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Product type Paperback
Published in Feb 2021
Publisher Packt
ISBN-13 9781838983147
Length 330 pages
Edition 1st Edition
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Authors (2):
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Ryan T. White Ryan T. White
Author Profile Icon Ryan T. White
Ryan T. White
Archana Tikayat Ray Archana Tikayat Ray
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Archana Tikayat Ray
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Table of Contents (17) Chapters Close

Preface 1. Part I – Basic Concepts of Discrete Math
2. Chapter 1: Key Concepts, Notation, Set Theory, Relations, and Functions FREE CHAPTER 3. Chapter 2: Formal Logic and Constructing Mathematical Proofs 4. Chapter 3: Computing with Base-n Numbers 5. Chapter 4: Combinatorics Using SciPy 6. Chapter 5: Elements of Discrete Probability 7. Part II – Implementing Discrete Mathematics in Data and Computer Science
8. Chapter 6: Computational Algorithms in Linear Algebra 9. Chapter 7: Computational Requirements for Algorithms 10. Chapter 8: Storage and Feature Extraction of Graphs, Trees, and Networks 11. Chapter 9: Searching Data Structures and Finding Shortest Paths 12. Part III – Real-World Applications of Discrete Mathematics
13. Chapter 10: Regression Analysis with NumPy and Scikit-Learn 14. Chapter 11: Web Searches with PageRank 15. Chapter 12: Principal Component Analysis with Scikit-Learn 16. Other Books You May Enjoy

Direct Mathematical Proofs

In this section, we will look into how mathematical proofs are constructed and understand this with a few simple examples.

The simplest way to establish a mathematical truth is through a direct proof that shows the definitions of the terms led through a sequence of deductions that lead to the conclusion we wish to prove.

Let's look at a simple example and construct our own proof showing that the product of an even and an odd integer is itself an even number.

Example – Products of Even and Odd Integers

Let x be an even integer. This means x is a multiple of 2, so there exists an integer n where we have the following:

x = 2n

Let y be an odd integer. This means y is not a multiple of 2, which means when we divide it by 2, we will have a remainder of 1, which means there is an integer m such that we have the following:

y = 2m + 1

If we multiply them together, we find the following:

xy = (2n)(2m + 1)

xy = 4nm + 2n

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