Development and Application of Back-Propagation-Based Artificial Neural Network Models in Solving Engineering

Development and Application of Back-Propagation-Based Artificial Neural Network Models in Solving Engineering

Artificial Neural Networks (ANNs) are computer software programs that mimic the human brain's ability to classify patterns or to make forecasts or decisions based on past experience. The development of this research area can be attributed to two factors, sufficient computer power to begin prac...

Full description

Bibliographic Details
Main Author:	Saleh Mohammed Al-Alawi
Format:	Article
Language:	English
Published:	Sultan Qaboos University 2002-06-01
Series:	Sultan Qaboos University Journal for Science
Subjects:	Artificial Neural Network Applications, Engineering Problems, Back-Propagation, Forecasting, Classification, Oman.
Online Access:	https://journals.squ.edu.om/index.php/squjs/article/view/276

Similar Items

Artificial Neural Network Based Model for Forecasting of Inflation in India
by: Gour Sundar Mitra Thakur, et al.
Published: (2016-03-01)

Geriye Yayılma algoritması Kullanılarak Yaprak Desenlerinin Sınıflamdırılması = Image Classification using Artificial Neural Networks
by: Osman Nuri UÇAN, et al.
Published: (2001-06-01)

Analysis of contribution rates and prediction based on back propagation neural networks
by: Chen, Peng
Published: (2017)

Prediction of the binary density of the ILs+ water using back-propagated feed forward artificial neural network
by: Shojaee Safar Ali, et al.
Published: (2014-01-01)

SOLAR PHOTOVOLTAIC OUTPUT POWER FORECASTING USING BACK PROPAGATION NEURAL NETWORK
by: B. Jency Paulin, et al.
Published: (2016-01-01)

A Hybrid Simulated Annealing and Back-propagation Algorithm for Feed-forward Neural Network to Detect Credit Card Fraud
by: Ardalan Husin Awlla
Published: (2017-08-01)

OPTIMIZATION RAINFALL-RUNOFF MODELING FOR CIUJUNG RIVER USING BACK PROPAGATION METHOD
by: Ika Sari Damayanthi Sebayang, et al.
Published: (2018-10-01)

Resilient back-propagation algorithm, technical analysis and the predictability of time series in the financial industry
by: Salim Lahmiri
Published: (2012-07-01)

Character Recognition Using Neural Network Learned by Artificial Bee Algorithm
by: Bassim Jumaa, et al.
Published: (2014-12-01)

IMPLEMENTASI BACKPROPAGATION NEURAL NETWORK DALAM PRAKIRAAN CUACA DI DAERAH BALI SELATAN
by: I MADE DWI UDAYANA PUTRA, et al.
Published: (2016-11-01)

Prediction of Dengue Hemorrhagic Fever Cases Based on Weather Parameters Using Back Propagation Neural Networks (Case Study in Pontianak City)
by: I T Rahayu, et al.
Published: (2019-07-01)

A Hybrid Forecasting Model for the Velocity of Hybrid Robotic Fish Based on Back-Propagation Neural Network With Genetic Algorithm Optimization
by: Xiaorui Shen, et al.
Published: (2020-01-01)

APPLYING ARTIFICIAL NEURAL NETWORK OPTIMIZED BY FIREWORKS ALGORITHM FOR STOCK PRICE ESTIMATION
by: Khuat Thanh Tung, et al.
Published: (2016-04-01)

Principle Component Selection for Face Recognition Using Neural Network
by: Ibrahim Saleh
Published: (2009-03-01)

Fuzzy Delphi and Back- Propagation model for sale forecasting in Wood and Paper industry Case: Mazandaran Wood & Paper
by: Somayeh Alavy nezhad, et al.
Published: (2011-01-01)

Application of artificial neural networks to height transformation
by: Mustafa Yilmaz, et al.
Published: (2017-01-01)

Short-term and Medium-term Gas Demand Load Forecasting by Neural Networks
by: Ahmad Azari, et al.
Published: (2012-12-01)

Comparative study of back propagation artificial neural networks and logistic regression model in predicting poor prognosis after acute ischemic stroke
by: Liang Yaru, et al.
Published: (2019-04-01)

Back-propagation neural network model to predict visibility at a road link-level
by: Venkata R. Duddu, et al.
Published: (2020-11-01)

Signal Distinction Electroencephalograms (EEG) Using a Back Propagation Neural Network Based On Localized Structural Features Extractions
by: Najlaa Safar
Published: (2005-12-01)

Pengenalan Citra Wajah Dengan Menggunakan Transformasi Wavelet Diskrit dan Jaringan Saraf Tiruan Back-Propagation
by: Suhendry Effendy
Published: (2010-12-01)

LOAD FORECASTING FOR POWER SYSTEM PLANNING AND OPERATION USING ARTIFICIAL NEURAL NETWORK AT AL BATINAH REGION OMAN
by: HUSSEIN A. ABDULQADER, et al.
Published: (2012-08-01)

Theoretical Investigations for the Verification of Shear Centre and Deflection of Sigma Section by Back Propagation Neural Network Using Python
by: Janani S., et al.
Published: (2019-06-01)

A multiresolution learning method for back-propagation networks.
Published: (1994)

Forward and Reverse Mapping for WEDM Process using Artificial Neural Networks
by: Somen Dey, et al.
Published: (2015-07-01)

Prediction of the Point Efficiency of Sieve Tray Using Artificial Neural Network
by: Adil A. Al-Hemiri, et al.
Published: (2009-12-01)

A Combined Network Architecture Using Art2 and Back Propagation for Adaptive Estimation of Dynamic Processes
by: Einar Sørheim
Published: (1990-10-01)

APPLICATION OF BACK PROPAGATION NEURAL NETWORK IN PREDICTING PALM OIL MILL EMISSION
by: I.A. Azid, et al.
Published: (2017-12-01)

Prediction of osmotic coefficients for ionic liquids in various solvents with artificial neural network
by: Yu Cao, et al.
Published: (2017-01-01)

Groundwater Level Prediction for the Arid Oasis of Northwest China Based on the Artificial Bee Colony Algorithm and a Back-propagation Neural Network with Double Hidden Layers
by: Huanhuan Li, et al.
Published: (2019-04-01)

State of Charge Estimation of Power Battery Using Improved Back Propagation Neural Network
by: Chuan-Wei Zhang, et al.
Published: (2018-12-01)

Prediction of fetal weight based on back propagation neural network optimized by genetic algorithm
by: Hong Gao, et al.
Published: (2021-05-01)

A Selectively Fuzzified Back Propagation Network Approach for Precisely Estimating the Cycle Time Range in Wafer Fabrication
by: Yu-Cheng Wang, et al.
Published: (2021-06-01)

Convective drying of garlic (Allium sativum L.): Artificial neural networks approach for modeling the drying process
by: Majid Rasouli
Published: (2018-07-01)

Prediction of paddy drying kinetics: A comparative study between mathematical and artificial neural network modelling
by: Beigi Mohsen, et al.
Published: (2017-01-01)

Prediction of System-Level Energy Harvesting Characteristics of a Thermoelectric Generator Operating in a Diesel Engine Using Artificial Neural Networks
by: Tae-Young Kim
Published: (2021-04-01)

Optimization of fuel cell thermal management system based on back propagation neural network
by: Ge Qianqian, et al.
Published: (2021-01-01)

Coherent Signal Direction Finding With Sensor Array Based on Back Propagation Neural Network
by: Baoyu Guo, et al.
Published: (2019-01-01)

The Use of Artificial Neural Network to Optimize The pH Response Range of Chlorophenol Red
by: F. Wong, et al.
Published: (2017-12-01)

FAST NEURAL NETWORK ALGORITHM FOR SOLVING CLASSIFICATION TASKS
by: Albarakati, Noor
Published: (2012)