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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