Title :
Quality assessment model for wheat storage warehouse using Analytic Hierarchy Process and BP Neural Network
Author :
Priyanka, Dudi ; Manmohan, Sharma ; Chowdhary, Harish
Author_Institution :
Lovely Prof. Univ., Jalandhar, India
Abstract :
In India the quality of the wheat storage warehouse is assessed manually by officials and there is no scientific model present for the same. In this paper we have developed a model for the quality assessment using the Analytical Hierarchy Process and the Back Propagation Neural Network. The simulations are carried out in MATLAB software and the results are deduced thereafter. The results and the correlation between actual results and the deduced results show the validity of the developed model. It provides an effective way to assess the quality in short time and with a prescribed scientific model.
Keywords :
analytic hierarchy process; backpropagation; neural nets; warehousing; BP neural network; MATLAB software; analytic hierarchy process; back propagation neural network; quality assessment model; wheat storage warehouse; Analytic hierarchy process; Analytical models; Biological neural networks; Mathematical model; Quality assessment; analytic hierarchy process (AHP); back propagation neural network (BPNN); consistency ratio; quality;
Conference_Titel :
Reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions), 2014 3rd International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-6895-4
DOI :
10.1109/ICRITO.2014.7014734
