Search-based Procedural Content Generation: A Taxonomy and Survey

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@Article{Togelius:2011:TCIAIG,
  author =       "Julian Togelius and Georgios N. Yannakakis and 
                 Kenneth O. Stanley and Cameron Browne",
  title =        "Search-based Procedural Content Generation: A Taxonomy
                 and Survey",
  journal =      "IEEE Transactions on Computational Intelligence and AI
                 in Games",
  year =         "2011",
  volume =       "3",
  number =       "3",
  pages =        "172--186",
  month =        sep,
  keywords =     "genetic algorithms, genetic programming, Algorithm
                 design and analysis, Buildings, Encoding, Evolutionary
                 computation, Games, Optimisation, Weapons, computer
                 graphics, search problems, evolutionary algorithm,
                 metaheuristic search algorithm, search-based procedural
                 content generation, Computer graphics, design
                 automation",
  ISSN =         "1943-068X",
  URL =          "http://julian.togelius.com/Togelius2011Searchbased.pdf",
  DOI =          "doi:10.1109/TCIAIG.2011.2148116",
  size =         "15 pages",
  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, centring 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 game content is generated
                 through search or optimisation, and ends with an
                 overview of important open research problems.",
}

Genetic Programming entries for Julian Togelius Georgios N Yannakakis Kenneth O Stanley Cameron Browne

Citations