Spatially-explicit forecasting of cyanobacteria assemblages in freshwater lakes by multi-objective hybrid evolutionary algorithms

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

@Article{Cao:2016:EM,
  author =       "Hongqing Cao and Friedrich Recknagel and 
                 Michael Bartkow",
  title =        "Spatially-explicit forecasting of cyanobacteria
                 assemblages in freshwater lakes by multi-objective
                 hybrid evolutionary algorithms",
  journal =      "Ecological Modelling",
  volume =       "342",
  pages =        "97--112",
  year =         "2016",
  ISSN =         "0304-3800",
  DOI =          "doi:10.1016/j.ecolmodel.2016.09.024",
  URL =          "http://www.sciencedirect.com/science/article/pii/S0304380016304938",
  abstract =     "This paper proposes a novel multi-objective hybrid
                 evolutionary algorithm (MOHEA) that allows
                 spatially-explicit modelling of local outbreaks and
                 dispersal of population density. The MOHEA was tested
                 for modelling at once two cyanobacteria populations at
                 one lake site, same population in two different lakes
                 and same population at three different sites of one
                 lake. All experiments with MOHEA used water quality
                 time-series and abundances of Anabaena and
                 Cylindrospermopsis monitored in the sub-tropical Lakes
                 Wivenhoe and Somerset in Queensland (Australia) from
                 1999 to 2010. Results have demonstrated the capacity of
                 MOHEA to determine generic rules that: (1) reveal
                 crucial thresholds for outbreaks of cyanobacteria
                 blooms, and (2) perform spatially-explicit forecasting
                 of timing and magnitudes 7-day-ahead of bloom events.",
  keywords =     "genetic algorithms, genetic programming,
                 Multi-objective optimization, Hill climbing,
                 Multi-output rule models, Cyanobacteria blooms",
}

Genetic Programming entries for Hong-Qing Cao Friedrich Recknagel Michael Bartkow

Citations