Gene Expression Programming in Sensor Characterization: Numerical Results and Experimental Validation

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

@Article{Janeiro:2013:ieeeTIM,
  author =       "Fernando M. Janeiro and Jose Santos and 
                 Pedro M. Ramos",
  title =        "Gene Expression Programming in Sensor
                 Characterization: Numerical Results and Experimental
                 Validation",
  journal =      "IEEE Transactions on Instrumentation and Measurement",
  year =         "2013",
  number =       "5",
  volume =       "62",
  pages =        "1373--1381",
  month =        may,
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming",
  ISSN =         "0018-9456",
  DOI =          "doi:10.1109/TIM.2012.2224275",
  size =         "9 pages",
  abstract =     "In this paper, impedance spectroscopy, gene expression
                 programming (GEP), and genetic algorithms are combined
                 to perform sensor characterisation. The process
                 presented is useful when there is no knowledge of the
                 sensor equivalent circuit, and a set of impedance
                 responses can be obtained for different measurand
                 values. These responses are used by the algorithm to
                 determine a suitable equivalent circuit and choose a
                 circuit component that describes the measurand values.
                 From this component, interpolation is used to infer the
                 measurand value from the measured frequency responses.
                 Improvements on the application of GEP to impedance
                 characterisation are presented. The method is validated
                 through its application to numerical results of a
                 humidity sensor and measurement results of a viscosity
                 sensor.",
  notes =        "Also known as \cite{6353575}",
}

Genetic Programming entries for Fernando M Janeiro Jose Santos Pedro Miguel Pinto Ramos

Citations