Collective Intelligence of Genetic Programming for Macroeconomic Forecasting

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

  author =       "Jerzy Duda and Stanislaw Szydlo",
  title =        "Collective Intelligence of Genetic Programming for
                 Macroeconomic Forecasting",
  booktitle =    "Proceedings of the Third International Conference on
                 Computational Collective Intelligence. Technologies and
                 Applications (ICCCI 2011) Part {II}",
  year =         "2011",
  editor =       "Piotr Jedrzejowicz and Ngoc Thanh Nguyen and 
                 Kiem Hoang",
  volume =       "6923",
  series =       "Lecture Notes in Computer Science",
  pages =        "445--454",
  address =      "Gdynia, Poland",
  month =        sep # " 21-23",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-23937-3",
  DOI =          "doi:10.1007/978-3-642-23938-0_45",
  size =         "10 pages",
  abstract =     "A collective approach to the problem of developing
                 forecasts for macroeconomic indicators is presented in
                 the paper. The main advantage of genetic programming
                 over artificial neural networks is that it generates
                 human readable mathematical expressions that can be
                 interpreted by a decision-maker. Gene expression
                 programming used in the paper is an example of
                 collective adaptive system, but we propose to use a
                 collective intelligence to develop not only one
                 forecasting model, but a set of models, from which the
                 most suitable one can be chosen automatically or
                 manually by the decision-maker.",
  notes =        "GDP estimation",
  affiliation =  "Department of Applied Computer Science, AGH
                 University, Poland",
  bibdate =      "2011-09-13",
  bibsource =    "DBLP,

Genetic Programming entries for Jerzy Duda Stanislaw Szydlo