Instruments and Systems: Monitoring, Control, and Diagnostics Annotation << Back Usage of genetic alogirithms for topology modification and efficiency estimation of neural networks in course of determining the suboptimal set of input parameters Mizikin A.A., Bogolyubov D.P. In this article we consider genetic algorithms and their potential for enhancing the prediction efficiency of neural network-based expert system. Key words: genetic algorithm, neural network, CUDA, Data Mining. E-mail:bogolub@mail.ru