Table of Contents

Preface

Section I Procedural Generation

Chapter 1 ◾ When and Why to Use Procedural Generation

Darren Grey

Chapter 2 ◾ Managing Output: Boredom versus Chaos

Kenny Backus

Chapter 3 ◾ Aesthetics in Procedural Generation

Liam Welton

Chapter 4 ◾ Designing for Modularity

Jason Grinblat

Chapter 5 ◾ Ethical Procedural Generation

Dr. Michael Cook

Section II Procedural Content

Chapter 6 ◾ Level Design I: Case Study

Chris Chung

Chapter 7 ◾ Level Design II: Handcrafted Integration

Jim Shepard

Chapter 8 ◾ Level Design III: Architecture and Destruction

Evan Hahn

Chapter 9 ◾ Cyclic Generation

Dr. Joris Dormans

Chapter 10 ◾ Worlds

Dr. Mark R. Johnson

Chapter 11 ◾ Puzzles

Danny Day

Chapter 12 ◾ Procedural Logic

Ben Kane

Chapter 13 ◾ Artificial Intelligence

Mark R. Johnson

Chapter 14 ◾ Procedural Enemy Waves

Wyatt Cheng

Chapter 15 ◾ Generative Artwork

Loren Schmidt

Chapter 16 ◾ Generative Art Toys

Kate Compton

Chapter 17 ◾ Audio and Composition

Bronson Zgeb

Section III Procedural Narrative

Chapter 18 ◾ Story and Plot Generation

Ben Kybartas

Chapter 19 ◾ Emergent Narratives and Story Volumes

Jason Grinblat

Chapter 20 ◾ Poetry Generation

Harry Tuffs

Chapter 21 ◾ Characters and Personalities

Emily Short

Section IV The Procedural Future

Chapter 22 ◾ Understanding the Generated

Gillian Smith

Chapter 23 ◾ Content Tools Case Study

Kepa Auwae

Chapter 24 ◾ Automated Game Tuning

Aaron Isaksen

Chapter 25 ◾ Generating Rules

Dr. Michael Cook

Chapter 26 ◾ Algorithms and Approaches

Brian Bucklew

Chapter 27 ◾ Meaning

Dr. Mark R. Johnson

INDEX

About the Author

Tanya X. Short is the director of Kitfox Games, the indie game studio behind Moon Hunters and Shattered Planet. Previously, she worked as a designer at Funcom Games on The Secret World and Age of Conan: Hyborian Adventures. In her spare time, she acts as the co-director of Pixelles, a non-profit helping more women make games.


Tarn Adams is best known as the developer of Dwarf Fortress since 2002 with his older brother Zach. He learned programming in his childhood, and designed computer games as a hobby until he quit his first year of a mathematics post doctorate at Texas A&M to focus on game development in 2006.

Reviews

Short, director of KitFox Games, and Adams, the independent co-creator of the popular game Dwarf Fortress, have edited a substantial collection of essays providing concepts and practical application of procedurally generated content and algorithms for game design purposes. Procedural generational the method of creating data via algorithm rather than by hand—is a principle developers can harness to allow the game to generate its own content (settings, objects, and stories) using a series of rules. This method can result in considerable savings over the more traditional game design. Unlike Procedural Content Generation in Games (Shaker, Togelius, Nelson, 2016), the material here is authored by independent developers (with one exception from Blizzard Entertainment), so the information is more accessible and actionable. The book should enable game developers evaluating procedural generation for their games to make an informed decision whether or not to use it. Those with a background in computer science or who are already using procedural generation may learn something new from the contributors’ experiences and methodologies.
--A. Chen, Cogswell CollegeSumming Up: Recommended. Upper-division undergraduates through faculty and professionals.