Application of Genetic Programming to Prediction of Rural Labor Migration

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

@InProceedings{Wang:2009:ICIII,
  author =       "Dongping Wang and Jianqiang Peng and Zhen Yan",
  title =        "Application of Genetic Programming to Prediction of
                 Rural Labor Migration",
  booktitle =    "International Conference on Information Management,
                 Innovation Management and Industrial Engineering,
                 2009",
  year =         "2009",
  month =        dec,
  volume =       "3",
  pages =        "181--184",
  keywords =     "genetic algorithms, genetic programming, labor
                 migration account, migration decision making, rural
                 labor migration prediction, rural labor orderly
                 transformation, rural labour, decision making,
                 forecasting theory, grey systems, labour resources",
  DOI =          "doi:10.1109/ICIII.2009.353",
  abstract =     "Accurate prediction of labor migration account is
                 important basis of correct migration decision-making
                 and reasonable and orderly transformation of rural
                 labor. Because labor migration account is influenced by
                 various uncertain factors of society and economy, but
                 random constant in terminal sets of GP can balance the
                 influence of related factor of measure and, therefore
                 GP is applied to predict rural labor migration. After
                 the program trained by training samples, prediction
                 model of rural labor migration is affected by time
                 variable is established and is tested by test samples.
                 The results showed that the function which adopt GP has
                 good fitting and forecasting effect, and model with
                 simple structure can effectively avoid artificial error
                 which is formed by various uncertain factors, so it is
                 feasible to predict of rural labor migration.",
  notes =        "Also known as \cite{5369810}",
}

Genetic Programming entries for Dongping Wang Jianqiang Peng Zhen Yan

Citations