Title :
Genetic algorithm to the formation of the optimal structure of fuzzy neural network
Author :
Filatova, E.S. ; Filatov, D.M. ; Stotskaia, A.D.
Author_Institution :
LETI, St. Petersburg Electrotech. Univ., St. Petersburg, Russia
Abstract :
Application of genetic algorithm to the formation of the optimal structure of fuzzy neural networks used in the short-term forecasting of power consumption is presented.
Keywords :
fuzzy neural nets; genetic algorithms; load forecasting; power consumption; power engineering computing; electric load forecasting; fuzzy neural network; genetic algorithm; optimal structure; power consumption; short-term forecasting; Biological cells; Forecasting; Fuzzy neural networks; Genetic algorithms; Sociology; Statistics; Training; electrical load forecast; fuzzy neural networks; genetic algorithm;
Conference_Titel :
Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-6960-2
DOI :
10.1109/SCM.2015.7190438
