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An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria

This project present the application of Artificial Neural Network (ANN) in attempt to identify the timber's durability. MATLAB version 6.5.1 has been used as the software. There are 75 training data and 55 testing data used for this project. The data are from the timber testing that has been ca...

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Main Author: Zakaria, Noorsalzatul Azura
Format: Thesis
Language:English
Published: 2007
Subjects:
Mathematical physics
Online Access:https://ir.uitm.edu.my/id/eprint/103050/1/103050.pdf
https://ir.uitm.edu.my/id/eprint/103050/
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spelling my.uitm.ir.1030502024-10-18T01:22:26Z https://ir.uitm.edu.my/id/eprint/103050/ An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria Zakaria, Noorsalzatul Azura Mathematical physics This project present the application of Artificial Neural Network (ANN) in attempt to identify the timber's durability. MATLAB version 6.5.1 has been used as the software. There are 75 training data and 55 testing data used for this project. The data are from the timber testing that has been carried out in the Wood Technology laboratory in Universiti Teknologi MARA, Shah Alam. Five factors that affecting the durability of timber are modulus of elasticity (MOE), modulus of rupture (MOR), compression parallel of grain, compression perpendicular of grain and shear strength. This five parameters are use as an input parameters for classification of timber's durability. Six network functions from Back-Propagation is used, there are traingd, traindx, traingdm, traingda, trainrp and trainlm training function have been compared to obtained the best model for classification of timber's durability. The best result produced will determine the most suitable model for classification of timber's durability. 2007 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/103050/1/103050.pdf An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria. (2007) Degree thesis, thesis, Universiti Teknologi MARA (UiTM). <http://terminalib.uitm.edu.my/103050.pdf>
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mathematical physics
spellingShingle Mathematical physics
Zakaria, Noorsalzatul Azura
An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
description This project present the application of Artificial Neural Network (ANN) in attempt to identify the timber's durability. MATLAB version 6.5.1 has been used as the software. There are 75 training data and 55 testing data used for this project. The data are from the timber testing that has been carried out in the Wood Technology laboratory in Universiti Teknologi MARA, Shah Alam. Five factors that affecting the durability of timber are modulus of elasticity (MOE), modulus of rupture (MOR), compression parallel of grain, compression perpendicular of grain and shear strength. This five parameters are use as an input parameters for classification of timber's durability. Six network functions from Back-Propagation is used, there are traingd, traindx, traingdm, traingda, trainrp and trainlm training function have been compared to obtained the best model for classification of timber's durability. The best result produced will determine the most suitable model for classification of timber's durability.
format Thesis
author Zakaria, Noorsalzatul Azura
author_facet Zakaria, Noorsalzatul Azura
author_sort Zakaria, Noorsalzatul Azura
title An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_short An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_full An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_fullStr An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_full_unstemmed An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_sort application of artificial neural network for classification of timber's durability / noorsalzatul azura zakaria
publishDate 2007
url https://ir.uitm.edu.my/id/eprint/103050/1/103050.pdf
https://ir.uitm.edu.my/id/eprint/103050/
_version_ 1814058491011137536
score 13.211869

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