Exploring Representation in Evolutionary Level Design

Language: English

Published by Springer, Palgrave Macmillan Mai 2018, 2018

3031009924 / 9783031009921

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This item is printed on demand - Print on Demand Titel. Neuware -Automatic content generation is the production of content for games, web pages, or other purposes by procedural means. Search-based automatic content generation employs search-based algorithms to accomplish automatic content generation. This book presents a number of different techniques for search-based automatic content generation where the search algorithm is an evolutionary algorithm. The chapters treat puzzle design, the creation of small maps or mazes, the use of L-systems and a generalization of L-system to create terrain maps, the use of cellular automata to create maps, and, finally, the decomposition of the design problem for large, complex maps culminating in the creation of a map for a fantasy game module with designersupplied content and tactical features.The evolutionary algorithms used for the different types of content are generic and similar, with the exception of the novel sparse initialization technique are presented in Chapter 2. The points where the content generation systems vary are in the design of their fitness functions and in the way the space of objects being searched is represented. A large variety of different fitness functions are designed and explained, and similarly radically different representations are applied to the design of digital objects all of which are, essentially, maps for use in games.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 156 pp. Englisch.

Seller Inventory # 9783031009921

Title
Exploring Representation in Evolutionary Level Design
Author
Daniel Ashlock
Publisher
Springer, Palgrave Macmillan Mai 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031009924
ISBN 13
9783031009921
Item weight
305 grams
Dimensions
235x191x9 mm

buchversandmimpf2000

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