Book Image

Practical Discrete Mathematics

By : Ryan T. White, Archana Tikayat Ray
Book Image

Practical Discrete Mathematics

By: Ryan T. White, Archana Tikayat Ray

Overview of this book

Discrete mathematics deals with studying countable, distinct elements, and its principles are widely used in building algorithms for computer science and data science. The knowledge of discrete math concepts will help you understand the algorithms, binary, and general mathematics that sit at the core of data-driven tasks. Practical Discrete Mathematics is a comprehensive introduction for those who are new to the mathematics of countable objects. This book will help you get up to speed with using discrete math principles to take your computer science skills to a more advanced level. As you learn the language of discrete mathematics, you’ll also cover methods crucial to studying and describing computer science and machine learning objects and algorithms. The chapters that follow will guide you through how memory and CPUs work. In addition to this, you’ll understand how to analyze data for useful patterns, before finally exploring how to apply math concepts in network routing, web searching, and data science. By the end of this book, you’ll have a deeper understanding of discrete math and its applications in computer science, and be ready to work on real-world algorithm development and machine learning.
Table of Contents (17 chapters)
1
Part I – Basic Concepts of Discrete Math
7
Part II – Implementing Discrete Mathematics in Data and Computer Science
12
Part III – Real-World Applications of Discrete Mathematics

Proof by mathematical induction

Mathematical induction allows us to prove each of an infinite sequence of logical statements, p1, p2, ..., is true. The argument involves two steps:

  • Basis step: Prove p1 is true.
  • Inductive step: For a fixed i ≥ 2 value, assume pi-1 is true and prove pi is true.

If both steps are done successfully, the conclusion is that p1, p2, ... are all true.

But how can we make this conclusion? The idea is that we have shown p1 is true and that each pi is true assuming pi-1 is true. Therefore, let i = 1, then p2 is true. Let i = 2, then p3 is true. Let i = 3, then p4 is true. This pattern continues indefinitely, so each pn must be true.

Mathematical induction can be thought of as an infinite line of dominoes standing on their edges. If you knock one over, it falls into the next, which falls into the next, which falls into the next, and on and on.

This discussion is admittedly a bit abstract, so let's actually do some proofs...