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Exploring Representation in Evolutionary Level Design
Af: Daniel Ashlock
Engelsk
Bogcover for Exploring Representation in Evolutionary Level Design af Daniel Ashlock, 9783031009921
Specifikationer
Sprog:
Engelsk
Sider:
141
ISBN-13:
9783031009921
Indbinding:
Paperback
ISBN-10:
3031009924
Kategori:
Udg. Dato:
21 maj 2018
Størrelse i cm:
23,5 x 19,1
Forlag:
Serie:
Oplagsdato:
21 maj 2018
Forfatter(e):
Genre:

Exploring Representation in Evolutionary Level Design

Af: Daniel Ashlock
Engelsk
Paperback 2018
Format:
Paperback
Bog beskrivelse
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.
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Specifikationer
Sprog:
Engelsk
Sider:
141
ISBN-13:
9783031009921
Indbinding:
Paperback
ISBN-10:
3031009924
Kategori:
Udg. Dato:
21 maj 2018
Størrelse i cm:
23,5 x 19,1
Forlag:
Serie:
Oplagsdato:
21 maj 2018
Forfatter(e):
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