A Study of Genetic Programming Variable Population Size for Dynamic Optimization Problems

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@InProceedings{conf/ijcci/VanneschiC09,
  title =        "A Study of Genetic Programming Variable Population
                 Size for Dynamic Optimization Problems",
  author =       "Leonardo Vanneschi and Giuseppe Cuccu",
  year =         "2009",
  booktitle =    "International Conference on Evolutionary Computation
                 (ICEC 2009)",
  editor =       "Agostinho Rosa",
  pages =        "119--126",
  address =      "Madeira, Portugal",
  month =        "5-7 " # oct,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.idsia.ch/~giuse/papers/van09icec.pdf",
  bibdate =      "2010-03-03",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/ijcci/ijcci2009.html#VanneschiC09",
  abstract =     "A new model of Genetic Programming with variable size
                 population is presented in this paper and applied to
                 the reconstruction of target functions in dynamic
                 environments (i.e. problems where target functions
                 change with time). The suitability of this model is
                 tested on a set of benchmarks based on some well known
                 symbolic regression problems. Experimental results
                 confirm that our variable size population model finds
                 solutions of similar quality to the ones found by
                 standard Genetic Programming, but with a smaller amount
                 of computational effort.",
  notes =        "broken
                 http://www.icec.ijcci.org/Abstracts/2009/ICEC_2009_Abstracts.htm",
}

Genetic Programming entries for Leonardo Vanneschi Giuseppe Cuccu

Citations