Search-Based Procedural Content Generation: A Taxonomy and Survey

IT University of Copenhagen · University of Central Florida · +1 more institution

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Abstract

The focus of this survey is on research in applying evolutionary and other metaheuristic search algorithms to automatically generating content for games, both digital and nondigital (such as board games). The term search-based procedural content generation is proposed as the name for this emerging field, which at present is growing quickly. A taxonomy for procedural content generation is devised, centering on what kind of content is generated, how the content is represented and how the quality/fitness of the content is evaluated; search-based procedural content generation in particular is situated within this taxonomy. This article also contains a survey of all published papers known to the authors in which…

Citation impact

685
total citations
FWCI
61.12
Percentile
100%
References
90
Citations per year

Authors

4

Topics & keywords

Keywords
  • Computer science
  • Taxonomy (biology)
  • Content (measure theory)
  • Metaheuristic
  • Information retrieval
  • Artificial intelligence
  • Mathematics
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