Modeling and specification of the aquatic ecological emergence using genetic programming

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@InProceedings{Fernandez:2014:CLEI,
  author =       "Nelson Fernandez and Jose Aguilar and 
                 Gustavo Marcano and Oswaldo Teran and Carlos Gershenson",
  booktitle =    "XL Latin American Computing Conference (CLEI 2014)",
  title =        "Modeling and specification of the aquatic ecological
                 emergence using genetic programming",
  year =         "2014",
  month =        sep,
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/CLEI.2014.6965172",
  size =         "9 pages",
  abstract =     "A major endeavour of ecology is to understand the
                 emergence of complexity. This task requires the
                 integration of knowledge and theories, moving from
                 physical to social sciences. We use genetic programming
                 to develop mathematical relationships between
                 ecological emergence and variables such as
                 self-organisation, homeostasis, autopoiesis and
                 complexity. These variables were initially formalised
                 on the basis of information theory. The emergence
                 models found were applied and tested with a case study
                 involving an arctic lake and a tropical lake. In these
                 lakes, the variables of limiting nutrients, biomass and
                 physico-chemical components were taken into account for
                 the automated generation of the model equations. The
                 results show that the model follows in the dynamics of
                 the aquatic ecological components selected accurately.
                 In this context, ecological emergence can be calculated
                 and studied.",
  notes =        "Lab. de Hidroinformatica, Univ. de Pamplona, Pamplona,
                 Colombia Also known as \cite{6965172}",
}

Genetic Programming entries for Nelson Fernandez Jose Lisandro Aguilar Castro Gustavo Jose Marcano Garcia Oswaldo Teran Carlos Gershenson

Citations