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 spectromtery 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.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

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


    Beteiligte:


    Erscheinungsdatum :

    01.09.2009


    Format / Umfang :

    1613799 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Artificial Neural Networks Modeling Evolved Genetically, a New Approach Applied in Neutron Spectrometry and Dosimetry Research Areas

    Manuel, Ortiz-Rodríguez José / Rosario, Martínez-Blanco Ma. del / Eduardo, Gallego et al. | IEEE | 2008


    NSDann, a LabVIEW Tool for Neutron Spectrometry and Dosimetry Based on the RDANN Methodology

    M.R., Martinez-Blanco / J.M., Ortiz-Rodriguez / H.R., Vega-Carrillo | IEEE | 2009


    Artificial Neural Networks Design and Implementation Based on Evolutionary Computation

    He, Y.-y. / Chu, F.-l. / Zhong, B.-l. | British Library Online Contents | 2001


    A New Computer Tool Based on ANN Technology, Applied in Neutron Spectrometry and Dosimetry Research Areas

    Rosario, Martinez-Blanco Ma. del / Manuel, Ortiz-Rodríguez José / Rene, Vega-Carrillo Héctor et al. | IEEE | 2008