WJPR Citation New

  All Since 2011
 Citation  2903  2393
 h-index  27  24
 i10-index  68  60

Login

Best Paper Awards

World Journal of Pharmaceutical Research (WJPR) will give best paper award in every issue in the form of money along with certificate to promote research activity of scholar.
            Best Paper Award :
Dr. Muhammad Baqir MR Fakhrildin
Download Article: Click Here

Search

Track Your Article

Abstract

DATA PREDICTION FROM A SET OF SAMPLED DATA USING ARTIFICIAL NEURAL NETWORK IN MATLAB SIMULINK

*Md. Shohel Rana and Shakila Zahan

ABSTRACT

Recent studies have shown the classification and prediction power of the Neural Networks. It has been demonstrated that a NN can approximate any continuous function. Neural networks have been successfully used for forecasting. The classical methods used for time series prediction like Box-Jenkins or ARIMA assumes that there is a linear relationship between inputs and outputs. Neural Networks have the advantage that can approximate nonlinear functions. Classical statistical and econometric models used to predict efficiently handle uncertainty nature of data analysis. Prediction of the data from a set of sampled data is a difficult problem from both theoretical and practical point of view because the collections of data are influenced by many economic and natural factors. During the time, many statistical and econometric models have been developed by researchers for the purpose of prediction of data analysis but this problem remains one of the major challenges in the field of prediction and forecasting methods. In this paper we compared the performances of different feed forward and recurrent neural networks and training algorithms for prediction of the desired data and tried to see the implementation and comparison of the performance for foreign exchange rate prediction and finally to select the best method between this two feed forward of that keep the greater influence than the other in the field of prediction.

Keywords: Artificial Neural Network, MATlab Simulation, Data Prediction.


[Full Text Article]

Call for Paper

World Journal of Pharmaceutical Research (WJPR)
Read More

Email & SMS Alert

World Journal of Pharmaceutical Research (WJPR)
Read More

Article Statistics

World Journal of Pharmaceutical Research (WJPR)
Read More

Online Submission

World Journal of Pharmaceutical Research (WJPR)
Read More