Identifying Desirable Game Character Behaviours through the Application of Evolutionary Algorithms to Model-Driven Engineering Metamodels

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Williams:2011:SSBSE,

• author = "James R. Williams and Simon Poulding and Louis M. Rose and Richard F. Paige and Fiona A. C. Polack",
• title = "Identifying Desirable Game Character Behaviours through the Application of Evolutionary Algorithms to Model-Driven Engineering Metamodels",
• year = "2011",
• booktitle = "Search Based Software Engineering",
• editor = "Myra Cohen and Mel O'Cinneid",
• volume = "6956",
• series = "Lecture Notes in Computer Science",
• pages = "112--126",
• address = "Szeged, Hungary",
• month = "10-12 " # sep,
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, grammatical evolution",
• isbn13 = "978-3-642-23715-7",
• DOI = "doi:10.1007/978-3-642-23716-4_13",
• abstract = "This paper describes a novel approach to the derivation of model-driven engineering (MDE) models using metaheuristic search, and illustrates it using a specific engineering problem: that of deriving computer game characters with desirable properties. The character behaviour is defined using a human-readable domain-specific language (DSL) that is interpreted using MDE techniques. We apply the search to the underlying MDE metamodels, rather than the DSL directly, and as a result our approach is applicable to a wide range of MDE models. An implementation developed using the Eclipse Modelling Framework, the most widely-used tool set for MDE, is evaluated. The results demonstrate not only the derivation of characters with the desired properties, but also the identification of unexpected features of the behavioural description language and the game itself.",
• affiliation = "Department of Computer Science, University of York, UK",
• notes = "super awesome street fighter 4000",

}

Genetic Programming entries for James R Williams Simon M Poulding Louis M Rose Richard F Paige Fiona A C Polack

Citations