An evolutionary computing approach for estimating global solar radiation

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@InProceedings{Al-Hajj:2016:ICRERA,
  author =       "R. Al-Hajj and A. Assi and F. Batch",
  booktitle =    "2016 IEEE International Conference on Renewable Energy
                 Research and Applications (ICRERA)",
  title =        "An evolutionary computing approach for estimating
                 global solar radiation",
  year =         "2016",
  pages =        "285--290",
  abstract =     "This paper presents a non-linear regression model
                 based on an evolutionary computing technique namely the
                 genetic programming for estimating solar radiation.
                 This approach aims to estimate the best formula that
                 represents the function for estimating the global solar
                 radiation on horizontals with respect to the measured
                 climatological data. First, we present a reference
                 approach to find one global formula that models the
                 relation among the solar radiation amount and a set of
                 weather factors. In the second step, we present an
                 enhanced approach that consists of multi formulas of
                 regression in a parallel structure. The performance of
                 the proposed approaches has been evaluated using
                 statistical analysis measures. The obtained results
                 were promising and comparable to those obtained by
                 other empirical and neural models conducted by other
                 research groups.",
  keywords =     "genetic algorithms, genetic programming, Decision
                 support systems, Evolutionary computation, Hand-held
                 computers, climatological data, evolutionary
                 computation, global solar radiation",
  DOI =          "doi:10.1109/ICRERA.2016.7884553",
  month =        nov,
  notes =        "Also known as \cite{7884553}",
}

Genetic Programming entries for R Al-Hajj A Assi F Batch

Citations