• DocumentCode
    3712481
  • Title

    Qualitative evaluation method of IT-infrastructure functioning based on structural optimization of neural network

  • Author

    Yaroslaw Dorogyy;Olena Doroga-Ivaniuk;Sergyi Telenik;Dmytro Halushko

  • Author_Institution
    Department of Automation and Control in Technical Systems, National Technical University of Ukraine ?KPI?, Kyiv, Ukraine
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    For today the unit neural networks are widely used to solve various problems. In this regard the issue of developing learning algorithm that would be able to optimize the structure of neural networks dynamically is very important. The existence of such a method would allow the researcher to get the structure of the neural network that would be best-answered domain and available input data quickly.
  • Keywords
    "Neurons","Biological neural networks","Training","Artificial neural networks","Classification algorithms","Algorithm design and analysis"
  • Publisher
    ieee
  • Conference_Titel
    Problems of Infocommunications Science and Technology (PIC S&T), 2015 Second International Scientific-Practical Conference
  • Type

    conf

  • DOI
    10.1109/INFOCOMMST.2015.7357252
  • Filename
    7357252