• DocumentCode
    2518124
  • Title

    A Computational Tool Design for Evolutionary Artificial Neural Networks in Neutron Spectrometry and Dosimetry

  • Author

    Ortiz-Rodriguez, Jose M. ; Martinez-Blanco, M.R. ; Eduardo, Gallego ; Vega-Carrillo, H.R.

  • Author_Institution
    U. Academicas: Ingeneieria Electr., Univ. Autonoma de Zacatecas, Zacatecas, Mexico
  • fYear
    2009
  • fDate
    22-25 Sept. 2009
  • Firstpage
    113
  • Lastpage
    118
  • Abstract
    Evolutionary artificial neural networks have been studied widely in recent years. They provide not only an automatic method to design ANN, but also an approach to study evolution and learning in the same framework. In prior works was analyzed the intersection of artificial neural networks and evolutionary algorithms applied in the neutron spectrometry and dosimetry research area, however, several drawbacks were encountered, due mainly to the novel of this approach. Because this is an emergent technology, a lack of tools exists to carry out the analysis of the obtained results. In this work, it is presented the design of a computer tool which allows to analyze the neutron spectrometry and dosimetry results obtained by means of the hybrid technology based on evolutionary artificial neural networks. This tool was designed under the LabVIEW programming environment in a graphic user interface, which make easy, intuitive and friendly their use. At the same time,the operation speed of the program is high, carrying out the analysis in seconds.
  • Keywords
    dosimetry; evolutionary computation; graphical user interfaces; human computer interaction; learning (artificial intelligence); neural nets; neutron spectrometers; nuclear engineering computing; programming environments; virtual instrumentation; LabVIEW programming environment; computational tool design; dosimetry; evolutionary artificial neural network learning; graphic user interface; hybrid technology; neutron spectrometry; user friendliness; Algorithm design and analysis; Artificial neural networks; Computer graphics; Computer networks; Design methodology; Dosimetry; Evolutionary computation; Neutrons; Programming environments; Spectroscopy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Robotics and Automotive Mechanics Conference, 2009. CERMA '09.
  • Conference_Location
    Cuernavaca, Morelos
  • Print_ISBN
    978-0-7695-3799-3
  • Type

    conf

  • DOI
    10.1109/CERMA.2009.67
  • Filename
    5342004