Semantic-based Subtree Crossover Applied to Dynamic Problems

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Quang:2011:KSE,
  author =       "Quang Uy Nguyen and Eoin Murphy and 
                 Michael O'Neill and Xuan Hoai Nguyen",
  title =        "Semantic-based Subtree Crossover Applied to Dynamic
                 Problems",
  booktitle =    "The Third International Conference on Knowledge and
                 Systems Engineering, KSE'2011",
  year =         "2011",
  editor =       "Tu Bao Ho and R. I. McKay and Xuan Hoai Nguyen and 
                 The Duy Bui",
  pages =        "78--84",
  address =      "Hanoi University",
  month =        "14--16 " # oct,
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, dynamic
                 problems, semantic based subtree crossover, semantic
                 similarity, trees (mathematics)",
  DOI =          "doi:10.1109/KSE.2011.20",
  abstract =     "Although many real world problems are dynamic in
                 nature, the study of Genetic Programming in dynamic
                 environments is still immature. This paper investigates
                 the application of some recently proposed
                 semantic-based crossover operators on a series of
                 dynamic problems. The operators studied include
                 Semantic Similarity based Crossover and the Most
                 Semantic Similarity based Crossover. The experimental
                 results show the advantage of using semantic-based
                 crossovers when tackling dynamic problems.",
  notes =        "http://fit.hanu.edu.vn/kse2011/programme.html

                 Also known as \cite{6063448}",
}

Genetic Programming entries for Quang Uy Nguyen Eoin Murphy Michael O'Neill Nguyen Xuan Hoai

Citations