A Preliminary Analysis and Simulation of Load Balancing Techniques Applied to Parallel Genetic Programming

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@InProceedings{conf/iwann/VegaSC11,
  author =       "Francisco {Fernandez de Vega} and 
                 J. G. {Abengozar Sanchez} and Carlos Cotta",
  title =        "A Preliminary Analysis and Simulation of Load
                 Balancing Techniques Applied to Parallel Genetic
                 Programming",
  booktitle =    "Proceedings of the 11th International Work-Conference
                 on Artificial Neural Networks (IWANN 2011) Part {II}",
  year =         "2011",
  editor =       "Joan Cabestany and Ignacio Rojas and 
                 Gonzalo Joya Caparros",
  volume =       "6692",
  series =       "Lecture Notes in Computer Science",
  pages =        "308--315",
  address =      "Torremolinos-Malaga, Spain",
  month =        jun # " 8-10",
  publisher =    "Springer",
  note =         "Advances in Computational Intelligence",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-21497-4",
  DOI =          "doi:10.1007/978-3-642-21498-1_39",
  size =         "8 pages",
  abstract =     "This paper addresses the problem of Load-balancing
                 when Parallel Genetic Programming is employed. Although
                 load-balancing techniques are regularly applied in
                 parallel and distributed systems for reducing makespan,
                 their impact on the performance of different structured
                 Evolutionary Algorithms, and particularly in Genetic
                 Programming, have been scarcely studied. This paper
                 presents a preliminary study and simulation of some
                 recently proposed load balancing techniques when
                 applied to Parallel Genetic Programming, with
                 conclusions that may be extended to any Parallel or
                 Distributed Evolutionary Algorithm.",
  notes =        "http://iwann.ugr.es/2011/",
  affiliation =  "Universidad de Extremadura, Merida, Spain",
  bibdate =      "2011-06-06",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/iwann/iwann2011-2.html#VegaSC11",
}

Genetic Programming entries for Francisco Fernandez de Vega J G Abengozar Sanchez Carlos Cotta

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