Grammar Transformations in an EDA for Genetic Programming

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@InProceedings{bosman:2004:obu:panbos,

• author = "Peter A. N. Bosman and Edwin D. {de Jong}",
• title = "Grammar Transformations in an EDA for Genetic Programming",
• editor = "R. Poli and S. Cagnoni and M. Keijzer and E. Costa and F. Pereira and G. Raidl and S. C. Upton and D. Goldberg and H. Lipson and E. {de Jong} and J. Koza and H. Suzuki and H. Sawai and I. Parmee and M. Pelikan and K. Sastry and D. Thierens and W. Stolzmann and P. L. Lanzi and S. W. Wilson and M. O'Neill and C. Ryan and T. Yu and J. F. Miller and I. Garibay and G. Holifield and A. S. Wu and T. Riopka and M. M. Meysenburg and A. W. Wright and N. Richter and J. H. Moore and M. D. Ritchie and L. Davis and R. Roy and M. Jakiela",
• booktitle = "GECCO 2004 Workshop Proceedings",
• year = "2004",
• month = "26-30 " # jun,
• address = "Seattle, Washington, USA",
• keywords = "genetic algorithms, genetic programming",
• abstract = "we present a new Estimation-of-Distribution Algorithm (EDA) for Genetic Programming (GP). We propose a probability distribution for the space of trees, based on a grammar. To introduce dependencies into the distribution, grammar transformations are performed that facilitate the description of specific subfunctions. We present some results from experiments on two benchmark problems and show some of the subfunctions that were introduced during optimisation as a result of the transformations that were applied.",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2004/WOBU001.pdf",
• notes = "See also \cite{UUCS2004047} GECCO-2004WKS Distributed on CD-ROM at GECCO-2004",

}

Genetic Programming entries for Peter A N Bosman Edwin D de Jong

Citations