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
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"
Conference_Titel :
Problems of Infocommunications Science and Technology (PIC S&T), 2015 Second International Scientific-Practical Conference
DOI :
10.1109/INFOCOMMST.2015.7357252