Parallel Ant Programming using genetic operators

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

@InProceedings{Hara:2013:IWCIA,
  author =       "Akira Hara and Jun-ichi Kushida and Souichi Tanabe and 
                 Tetsuyuki Takahama",
  booktitle =    "2013 IEEE Sixth International Workshop on
                 Computational Intelligence Applications (IWCIA)",
  title =        "Parallel Ant Programming using genetic operators",
  year =         "2013",
  month =        "13 " # jul,
  pages =        "75--80",
  keywords =     "genetic algorithms, genetic programming, Ant Colony
                 Optimisation, Swarm Intelligence",
  DOI =          "doi:10.1109/IWCIA.2013.6624788",
  ISSN =         "1883-3977",
  abstract =     "Ant Programming (AP) is an automatic programming
                 method, which combines tree-structural representations
                 of Genetic Programming (GP) and search mechanism by
                 pheromone communications of ants in Ant Colony
                 Optimisation (ACO). In AP, a single prototype tree, in
                 which respective nodes have different pheromone tables,
                 is prepared, and an ant searches solutions under the
                 prototype tree. The structure of the prototype tree
                 does not change during search. Therefore, premature
                 convergence often occurs. To solve the problem, we
                 propose parallel AP using genetic operators of GP. In
                 this method, multiple prototype trees are generated and
                 the structures change by GP operators such as
                 selection, crossover and mutation. We applied our
                 proposed method to symbolic regressions and logical
                 function synthesis. As the results of experiments, our
                 proposed method showed better performance than the
                 conventional AP.",
  notes =        "Also known as \cite{6624788}",
}

Genetic Programming entries for Akira Hara Jun-ichi Kushida Souichi Tanabe Tetsuyuki Takahama

Citations