Title :
Eensembles of neural networks with application of multi-objective self-configuring genetic programming in forecasting problems
Author :
Elena Loseva;Leonid Lipinsky;Anna Kuklina
Author_Institution :
Department of System Analysis and Operations Research, Siberian State Aerospace University, Krasnoyarsk, Russia
Abstract :
The application of multi-criteria self-configuring evolutionary algorithm “self-configurable” genetic algorithm in forecasting problem using ensembles of neural network models is investigated. The analysis of effectiveness of the proposed method for two types of forecasting problems with different initial settings is made.
Keywords :
"Artificial neural networks","Forecasting","Genetic programming","Predictive models","Sociology","Statistics"
Conference_Titel :
Natural Computation (ICNC), 2015 11th International Conference on
Electronic_ISBN :
2157-9563
DOI :
10.1109/ICNC.2015.7378073
