Book Image

Mathematics for Game Programming and Computer Graphics

By : Penny de Byl
5 (1)
Book Image

Mathematics for Game Programming and Computer Graphics

5 (1)
By: Penny de Byl

Overview of this book

Mathematics is an essential skill when it comes to graphics and game development, particularly if you want to understand the generation of real-time computer graphics and the manipulation of objects and environments in a detailed way. Python, together with Pygame and PyOpenGL, provides you with the opportunity to explore these features under the hood, revealing how computers generate and manipulate 3D environments. Mathematics for Game Programming and Computer Graphics is an exhaustive guide to getting “back to the basics” of mathematics, using a series of problem-based, practical exercises to explore ideas around drawing graphic lines and shapes, applying vectors and vertices, constructing and rendering meshes, and working with vertex shaders. By leveraging Python, Pygame, and PyOpenGL, you’ll be able to create your own mathematics-based engine and API that will be used throughout to build applications. By the end of this graphics focussed book, you’ll have gained a thorough understanding of how essential mathematics is for creating, rendering, and manipulating 3D virtual environments and know the secrets behind today’s top graphics and game engines.
Table of Contents (26 chapters)
1
Part 1 – Essential Tools
9
Part 2 – Essential Trigonometry
14
Part 3 – Essential Transformations
20
Part 4 – Essential Rendering Techniques

Hello Graphics Window: You’re On Your Way

Students new to games and computer graphics fall into two camps: ones that think mathematics is a real bore and of no real use, and others that realize it is akin to breathing. The fact is that if you want to be successful (and stay alive) in the domain, then you can’t deny the importance of mathematics. This doesn’t mean that learning about it should be a grind. What we find most exciting about teaching and learning about mathematics in the computer games and graphics space is that the equations and numbers come alive through visual representations that remain otherwise unseen in other fields. Throughout this book, you will learn the essential mathematics in games and graphics by exploring the theory surrounding each topic and then utilizing it in real-world applications.

To this end, throughout this book, you will not only gain an understanding of the essential mathematics that is used throughout games and graphics, but also apply its principles in one of today’s hottest programming languages: Python.

Note

As the content of this book relates to both computer graphics and computer games, rather than continually typing out the laborious phrase “computer graphics and computer games,” we will endeavor to refer to both collectively as graphics.

“Why Python?” we hear you ask. “Why not some fancy game’s engine?” Well, besides having Python programming as a great skill under your belt when it comes to applying for a job, Python with the assistance of PyCharm (our Integrated Development Environment – IDE), Pygame (a graphics interface), and PyOpenGL (a Python/OpenGL API) reveals much of the underlying technical processes hidden by game engines and brings you face to face with direct calls to the graphics APIs that access OpenGL and DirectX. It’s a more challenging way to learn about mathematics if you remove all the high-level methods available to you that hide how your applied mathematics programming skills are working.

Learning about the mathematics of computer games and graphics at this level is essential in your learning journey. In this ever-changing domain, as technology progresses, your theoretical level of the how’s and why’s of the topic can remain constant and make you a highly skilled and adaptive programmer. A deep-seated knowledge of the algorithms and equations running the APIs of contemporary games and graphics engines is critical and transferable knowledge that developers can take from one platform to another and from one API to another. It not only provides extra insight while troubleshooting and debugging, but also gives a programmer an intuitive understanding of what functionality an API might contain without actually knowing that API. It’s akin to understanding all the tools in Adobe Photoshop and being able to perceive what tools will be available in Affinity Photo without ever using it. Having good math skills blurs the line between what is possible and what is not.

Now that you know why you are learning about mathematics in the way presented throughout this book, it’s time to dive into getting your own development environment set up and exploring the anatomy of a simple graphics window that will become the basis of all our exercises moving forward. We will begin with a guided exercise in getting your own development environment setup using PyCharm. This will allow you to jump right into coding with as little fuss as possible. It removes the need to manually download and install packages and plugins that usually require knowledge of command-line install procedures, which can become laborious and vary between desktop machine setups. This means more time spent on coding to start using Python to open windows and explore the range of fundamental graphics drawing methods that will set you up for graphics development success.

In this chapter, we will cover the following topics:

  • Getting Started with Python, PyCharm, and Pygame
  • Creating a Basic Graphics Window
  • Working with Window and Cartesian Coordinates