An effective parse tree representation for tartarus

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Dick:2013:GECCOa,

• author = "Grant Dick",
• title = "An effective parse tree representation for tartarus",
• booktitle = "GECCO '13: Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference",
• year = "2013",
• editor = "Christian Blum and Enrique Alba and Anne Auger and Jaume Bacardit and Josh Bongard and Juergen Branke and Nicolas Bredeche and Dimo Brockhoff and Francisco Chicano and Alan Dorin and Rene Doursat and Aniko Ekart and Tobias Friedrich and Mario Giacobini and Mark Harman and Hitoshi Iba and Christian Igel and Thomas Jansen and Tim Kovacs and Taras Kowaliw and Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and John McCall and Alberto Moraglio and Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and Gustavo Olague and Yew-Soon Ong and Michael E. Palmer and Gisele Lobo Pappa and Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and Daniel Tauritz and Leonardo Vanneschi",
• isbn13 = "978-1-4503-1963-8",
• pages = "909--916",
• keywords = "genetic algorithms, genetic programming",
• month = "6-10 " # jul,
• organisation = "SIGEVO",
• address = "Amsterdam, The Netherlands",
• DOI = "doi:10.1145/2463372.2463497",
• publisher = "ACM",
• publisher_address = "New York, NY, USA",
• abstract = "Recent work in genetic programming (GP) has highlighted the need for stronger benchmark problems. For benchmarking planning scenarios, the artificial ant problem is often used. With a limited number of test cases, this problem is often fairly simple to solve. A more complex planning problem is Tartarus, but as of yet no standard representation for Tartarus exists for GP. This paper examines an existing parse tree representation for Tartarus, and identifies weaknesses in the way in which it manipulates environmental information. Through this analysis, an alternative representation is proposed for Tartarus that shares many similarities with those already used in GP for planning problems. Empirical analysis suggests that the proposed representation has qualities that make it a suitable benchmark problem.",
• notes = "Also known as \cite{2463497} GECCO-2013 A joint meeting of the twenty second international conference on genetic algorithms (ICGA-2013) and the eighteenth annual genetic programming conference (GP-2013)",

}

Genetic Programming entries for Grant Dick

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