Search Results - "Back-propagation algorithm"

Back-propagation algorithm with variable adaptive momentum by Hameed, Alaa Ali, Karlik, Bekir, Salman, Mohammad Shukri

“…•Back-propagation neural network (BPNN).•Variable Adaptive Momentum.•Supervised Learning Algorithms.•Deep Learning. In this paper, we propose a novel machine…”
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Multi-objective optimization of the Atkinson cycle gasoline engine using NSGA Ⅲ coupled with support vector machine and back-propagation algorithm by Li, Yangyang, Zhou, Shi, Liu, Jingping, Tong, Ji, Dang, Jian, Yang, Fuyuan, Ouyang, Minggao

“…This paper presents an optimization method using Non-dominated Sorting Genetic Algorithm (NSGA) Ⅲ to drive support vector machine (SVM). In the NSGA Ⅲ…”
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Optimal parameters selection of back propagation algorithm in the feedforward neural network by Wang, Lihua, Ye, Wenjing, Zhu, Yanjuan, Yang, Fan, Zhou, Yueting

“…•An improved BP algorithm which can seek optimal weights and thresholds is proposed.•The iteration process of the improved BP algorithm can be accelerated.•The…”
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A Levy flight-based grey wolf optimizer combined with back-propagation algorithm for neural network training by Amirsadri, Shima, Mousavirad, Seyed Jalaleddin, Ebrahimpour-Komleh, Hossein

“…In the present study, a new algorithm is developed for neural network training by combining a gradient-based and a meta-heuristic algorithm. The new algorithm…”
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A hybrid particle swarm optimization–back-propagation algorithm for feedforward neural network training by Zhang, Jing-Ru, Zhang, Jun, Lok, Tat-Ming, Lyu, Michael R.

“…The particle swarm optimization algorithm was showed to converge rapidly during the initial stages of a global search, but around global optimum, the search…”
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A Model Combining Stacked Auto Encoder and Back Propagation Algorithm for Short-Term Wind Power Forecasting by Jiao, Runhai, Huang, Xujian, Ma, Xuehai, Han, Liye, Tian, Wei

“…Recently, many countries have spent great efforts on wind power generation. Although there have been many methods in the field of wind power forecasting, the…”
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Direct Givens rotation method based on error back-propagation algorithm for self-consistent field solution by Oshima, Rei, Nakai, Hiromi

“…The self-consistent field (SCF) procedure is the standard technique for solving the Hartree-Fock and Kohn-Sham density functional theory calculations, while…”
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Back-Propagation Algorithm-Based Controller for Autonomous Wind-DG Microgrid by Pathak, Geeta, Singh, Bhim, Panigrahi, Bijaya Ketan

“…This paper deals with a wind-diesel generator hybrid configuration of the microgrid using a voltage source converter (VSC) as a voltage and frequency (VF)…”
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BP-CVaR: A novel model of estimating CVaR with back propagation algorithm by Wang, Gang-Jin, Zhu, Chun-Long

“…We propose a more flexible and useful model, BP-CVaR, to estimate conditional value-at-risk (CVaR) using back propagation (BP) algorithm, which can capture the…”
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Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets by Leema, N., Nehemiah, H. Khanna, Kannan, A.

“…[Display omitted] •A CAD system for disease diagnosis using Differential Evolution with Global Information (DEGI) based Back Propagation (BP) is proposed.•The…”
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Designing an intelligent monitoring system for corn seeding by machine vision and Genetic Algorithm-optimized Back Propagation algorithm under precision positioning by Ji, Jiangtao, Sang, Yayuan, He, Zhitao, Jin, Xin, Wang, Shengsheng

“…To realize the regulation of the position of corn seed planting in precision farming, an intelligent monitoring system is designed for corn seeding based on…”
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Multi-back-propagation Algorithm for Signal Neural Network Decomposition by Salgado, Paulo, Perdicoúlis, T.-P. Azevedo

“…In this paper, a novel back-propagation error technique is presented. This neural network structure allows for two fundamental basic modes: (1) To decompose…”
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Compensation of intra-channel nonlinear fibre impairments using simplified digital back-propagation algorithm by Rafique, Danish, Mussolin, Marco, Forzati, Marco, Mårtensson, Jonas, Chugtai, Mohsan N., Ellis, Andrew D.

“… Through numerical simulation, we report up to 80% reduction in required back-propagation steps to perform nonlinear compensation, in comparison to the standard back-propagation algorithm…”
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Implementation of Caputo type fractional derivative chain rule on back propagation algorithm by Candan, Mücahid, Çubukçu, Mete

“… of determining the bounds of the formula for calculating the Caputo derivative is addressed. As a consequence, the fundamental problem with the fractional back-propagation…”
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A hybrid simultaneous perturbation artificial bee colony and back-propagation algorithm for training a local linear radial basis neural network on ore grade estimation by Jafrasteh, Bahram, Fathianpour, Nader

“…In this paper, a local linear radial basis function (LLRBF) neural network that uses a skewed Gaussian activation function, called LLRBF-SG, is applied to the…”
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Full-Parameter Identification Model Based on Back Propagation Algorithm for Brushless Doubly Fed Induction Generator by Su, Jingyuan, Chen, Yu, Zhang, Debin, Kang, Yong

“…Brushless doubly fed induction generator (BDFIG) has great potential due to its high reliability and low maintenance cost. To achieve high-performance modeling…”
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A digital background calibration scheme for non-linearity of SAR ADC using back-propagation algorithm by Lu, Hao-wei, Yu, Xiao-Peng, Wang, Si-Qi, Liu, Yu-Yan, Huang, Zhen-Yan, Lu, Zheng-Hao, Yeo, Kiat-Seng, Chen, Jer-Ming

“… By using back-propagation algorithm to train the normalized real weight of more significant bits (MSBs…”
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Prediction Model for Reference Crop Evapotranspiration Based on the Back-propagation Algorithm with Limited Factors by Zhao, Long, Xing, Liwen, Wang, Yuhang, Cui, Ningbo, Zhou, Hanmi, Shi, Yi, Chen, Sudan, Zhao, Xinbo, Li, Zhe

“…The precise estimation of reference crop evapotranspiration (ET O ) is vital for regional and irrigation water resource management. It is also beneficial to…”
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Levenberg–Marquardt back-propagation algorithm for a developing unsteady hybrid nanofluid mixed convective flow across a revolving sphere: irreversibility analysis by Chakraborty, Anomitra, Janapatla, Pranitha, Chatterjee, Basudeb

“…Enhanced thermal conductivity and shielding applications in electronic devices, solar collectors and concentrators have motivated researchers to deal with the…”
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A generalized minimal residual based iterative back propagation algorithm for polynomial nonlinear models by Chen, Jing, Rong, Yingjiao, Zhu, Quanmin, Chandra, Budi, Zhong, Hongxiu

“…In this paper, a back propagation algorithm is proposed for polynomial nonlinear models using generalized minimal residual method…”
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