The Nature of Code

by Daniel Shiffman

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Book Description

How can we capture the unpredictable evolutionary and emergent properties of nature in software? How can understanding the mathematical principles behind our physical world help us to create digital worlds? This book focuses on a range of programming strategies and techniques behind computer simulations of natural systems, from elementary concepts in mathematics and physics to more advanced algorithms that enable sophisticated visual results. Readers will progress from building a basic physics engine to creating intelligent moving objects and complex systems, setting the foundation for further experiments in generative design. Subjects covered include forces, trigonometry, fractals, cellular automata, self-organization, and genetic algorithms. The book's examples are written in Processing, an open-source language and development environment built on top of the Java programming language.

This open book is licensed under a Creative Commons License (CC BY-NC). You can download The Nature of Code ebook for free in PDF format (16.9 MB).

Table of Contents

Chapter 1
Chapter 2
Chapter 3
Chapter 4
Particle Systems
Chapter 5
Physics Libraries
Chapter 6
Autonomous Agents
Chapter 7
Cellular Automata
Chapter 8
Chapter 9
The Evolution of Code
Chapter 10
Neural Networks

Book Details

Computer Science
ISBN13 Digital
ISBN10 Digital
PDF Size
16.9 MB

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