Výsledky vyhledávání - Feed-forward backpropagation algorithm

Forecasting Electricity Consumption in Riau Province Using the Artificial Neural Network (ANN) Feed Forward Backpropagation Algorithm for the 2024-2027 Autor Tengku Reza Suka Alaqsa, Zulfatri Aini, Liliana, Nanda Putri Miefthawati

“… This study addresses these challenges by using the Artificial Neural Network (ANN) Feed Forward Backpropagation method to forecast electricity demand from 2024 to 2027…”
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MODELLING REFERENCE EVAPOTRANSPIRATION USING FEED FORWARD BACKPROPAGATION ALGORITHM IN ARID REGIONS OF AFRICA Autor Wang, Yu-Min, Traore, Seydou, Kerh, Tienfuan, Leu, Jan-Mou

“…) has been developed for Burkina Faso. In a new approach, this study explores in three production regions, Dori, Bogande and Fada N'Gourma, the potential of using the feed forward backpropagation (BP…”
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Enhancing riverine load prediction of anthropogenic pollutants: Harnessing the potential of feed-forward backpropagation (FFBP) artificial neural network (ANN) models Autor Khairudin, Khairunnisa, Ul-Saufie, Ahmad Zia, Senin, Syahrul Fithry, Zainudin, Zaki, Rashid, Ammar Mohd, Abu Bakar, Noor Fitrah, Anas Abd Wahid, Muhammad Zakwan, Azha, Syahida Farhan, Abd-Wahab, Firdaus, Wang, Lei, Sahar, Farisha Nerina, Osman, Mohamed Syazwan

“… Among the mathematical modelling methods employed are artificial neural networks with feed-forward backpropagation algorithms and radial basis functions…”
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ANN Model for Designing Stub Microstrip LowPass Filters Autor Kushwah, Vivek Singh, Charyulu, M.L.N., Tomar, Geetam Singh

“…Using neural network technology, the design technology of the stubbed microstrip low-pass filter is given. The required length of the microstrip filter is used…”
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Prediction of Free Swell Index for the Expansive Soil Using Artificial Neural Networks Autor Rakesh Dutta, Ajay Singh, Tammineni Gnananandarao

“… Artificial neural network algorithm used a back propagation model. Training of the artificial neural network model was conducted on the data collected from literature…”
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Prediction of Ultimate Bearing Capacity of Skirted Footing Resting on Sand Using Artificial Neural Networks Autor Rakesh Dutta, Radha Rani, Tammineni Gnananandarao

“… The artificial neural network algorithm uses a back propagation model. The training of artificial neural network model has been conducted and the weights were obtained…”
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Predicting the Selling Price of Cars Using Business Intelligence with the Feed-forward Backpropagation Algorithms Autor Idris, Nur Oktavin, Achban, Aspian, Utiarahman, Siti Andini, Karim, Jorry, Pontoiyo, Fuad

“…The automotive industry is increasingly competitive every year by releasing cars featured with innovative specifications offered by automotive manufacturing…”
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A novel genetic weight-directed feed forward backpropagation neural network for state of charge estimation of lithium-ion batteries Autor Hai, Nan, Wang, Shunli, Liu, Donglei, Fernandez, Carlos, Guerrero, Josep M.

“… Basically, a three-layer genetic algorithm based on feed forward backpropagation neural network model is established…”
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Efficient training of two ANNs using four meta-heuristic algorithms for predicting the FRP strength Autor Kaveh, Ali, Khavaninzadeh, Neda

“… different types of artificial neural network structure to optimize the parameters of the feed forward…”
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Artificial neural network for modeling reference evapotranspiration complex process in Sudano-Sahelian zone Autor Traore, Seydou, Wang, Yu-Min, Kerh, Tienfuan

“…The major problem when dealing with modeling evapotranspiration process is its nonlinear dynamic high complexity. Researchers developed reference…”
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Estimation of Electrical Characteristics and Maximum Power Point of Photovoltaic Panel Autor Yılmaz, Ünal, Türksoy, Ömer, İbrikçi, Turgay, Teke, Ahmet

“… of all parameters on system, ANN Cascade-forward backpropagation and feed-forward backpropagation…”
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Stochastic weight update in the backpropagation algorithm on feed-forward neural networks Autor Koščak, J, Jakša, R, Sinčák, P

“…We will examine stochastic weight update in the backpropagation algorithm on feed-forward neural networks…”
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Optimized Hybrid CNN Framework for Enhanced Tumor Classification in Breast Cancer Diagnosis Autor Batool, Shumaila, Zainab, Saima, Usman, Muhammad, Pu, Juhua

“…‐forward and backpropagation have been implemented. The scaled conjugate algorithm is employed in the feed…”
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Macrocell Path-Loss Prediction Using Artificial Neural Networks Autor Ostlin, E, Zepernick, H, Suzuki, H

“…) mobile network in rural Australia are used to train and evaluate the models. A simple neuron model and feed-forward networks with different numbers of hidden layers…”
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Prediction capabilities of mathematical models in producing a renewable fuel from waste cooking oil for sustainable energy and clean environment Autor Avinash, A., Murugesan, A.

“…[Display omitted] •Mathematical models were developed to optimize biodiesel yield from waste cooking oil.•Response surface methodology and artificial neural…”
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Generalized net model for parallel optimization of feed-forward neural network with variable learning rate backpropagation algorithm Autor Atanassov, K., Krawczak, M., Sotirov, S.

“…The used generalized net will give us a possibility for parallel optimization of feed-forward neural network based on assigned training pairs with variable…”
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Verification study on how macrofungal fruitbody formation can be predicted by artificial neural network Autor Somfalvi-Tóth, Katalin, Jócsák, Ildikó, Pál-Fám, Ferenc

“… The ANN was the commonly used algorithm for classification problems: feed-forward multilayer perceptrons with a backpropagation algorithm to estimate the binary…”
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Enhancing performance of the backpropagation algorithm via sparse response regularization Autor Zhang, Jiangshe, Ji, Nannan, Liu, Junmin, Pan, Jiyuan, Meng, Deyu

“…The backpropagation (BP) algorithm is the most commonly utilized training strategy for a feed-forward artificial neural network (FFANN…”
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Optimization of neural-network model using a meta-heuristic algorithm for the estimation of dynamic Poisson’s ratio of selected rock types Autor Waqas, Umer, Ahmed, Muhammad Farooq, Rashid, Hafiz Muhammad Awais, Al-Atroush, Mohamed Ezzat

“…This research focuses on the predictive modeling between rocks' dynamic properties and the optimization of neural network models. For this purpose, the rocks'…”
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Phytoremediation of nitrogen and phosphorus pollutants from glass industry effluent by using water hyacinth (Eichhornia crassipes (Mart.) Solms): Application of RSM and ANN techniques for experimental optimization Autor Singh, Jogendra, Kumar, Pankaj, Eid, Ebrahem M., Taher, Mostafa A., El-Morsy, Mohamed H. E., Osman, Hanan E. M., Al-Bakre, Dhafer A., Kumar, Vinod

“… A quadratic model of RSM and feed-forward backpropagation algorithm-based logistic model (input layer: 2 neurons, hidden layer…”
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