Výsledky vyhledávání - improved back propagation algorithm

Optimized Design of Low-Carbon Mix Ratio for Non-Dominated Sorting Genetic Algorithm II Concrete Based on Genetic Algorithm-Improved Back Propagation Autor Zhang, Fan, Wen, Bo, Niu, Ditao, Li, Anbang, Guo, Bingbing

“… Secondly, it employs a standard back propagation (BP) and a genetic algorithm-improved BP (GA-BP…”
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Forecasting Model for the Number of Breeding Sows Based on Pig’s Months of Age Transfer and Improved Flower Pollination Algorithm-Back Propagation Neural Network Autor Song, Haohao, Zhang, Hongyu, Yang, Jingnan, Wang, Jiquan

“… on Improved…”
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Research on performance degradation of force sensors based on improved error back propagation algorithm Autor Wang, Pengling, Wang, Peng, Wang, Chu, Wang, Bin, Chen, Chen, Li, Liangliang

“… This study introduces an error backpropagation neural network model for constructing the performance degradation model of force sensors, and optimization improvements are made by using a genetic algorithm…”
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Optimal parameters selection of back propagation algorithm in the feedforward neural network Autor Wang, Lihua, Ye, Wenjing, Zhu, Yanjuan, Yang, Fan, Zhou, Yueting

“… The back propagation (BP) is one of the most widely used algorithms in the feedforward neural network (FNN…”
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Application of improved back propagation algorithm in color difference detection of fabric Autor Li, Peng-Fei, Wang, Jing, Jing, Jun-Feng

“…–Marquardt optimized back propagation (BP) algorithm is adopted to extract the color feature values of fabric images…”
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Research on Indoor Positioning Algorithm based on Hybrid Sparrow Algorithm Improved Back Propagation Neural Network Autor Yan, Xiaofeng

“… To enhance positioning accuracy, this paper presents an Hybrid Sparrow Algorithm(HSSA), which optimises the indoor positioning algorithm of Back Propagation(BP) neural network…”
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Optimization of stamping process parameters based on an improved particle swarm optimization-genetic algorithm and sparse auto-encoder-back-propagation neural network model Autor Xie, Yanmin, Liu, Cheng, Li, Wei, Du, Meiyu, Feng, Kai

“…Stamping is a very important manufacturing process . To optimize the process parameters, a hybrid surrogate model based on the back-propagation neural network…”
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An Improved Genetic Algorithm Coupling a Back-Propagation Neural Network Model (IGA-BPNN) for Water-Level Predictions Autor Chen, Nengcheng, Xiong, Chang, Du, Wenying, Wang, Chao, Lin, Xin, Chen, Zeqiang

“… To deal with this problem, a novel method called an improved genetic algorithm (IGA) coupling a back-propagation neural network model (IGA-BPNN…”
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Improved Adaptive Digital Back Propagation Algorithm Based On Adam Algorithm For Fiber Nonlinear Compensation Autor Ma, Chenyang, Liu, Yi, Yang, Huitong, Liu, Jinyang, Xie, Zhengyang, Zhao, Xin, Zheng, Zheng

“…In this paper, an Adam-DBP algorithm is proposed for the digital signal processing part of the optical receiver…”
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Multilayer Perceptron Based Equalizer with an Improved Back Propagation Algorithm for Nonlinear Channels Autor Zerdoumi, Zohra, Chikouche, Djamel, Benatia, Djamel

“… Their improvement consists on modifying the back propagation (BP) algorithm, by adapting the activation function in addition to the other parameters of the MLP structure…”
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Prediction of Drilling Efficiency for Rotary Drilling Rig Based on an Improved Back Propagation Neural Network Algorithm Autor Jia, Cunde, Zhang, Junyong, Kong, Xiangdong, Xu, Hongyu, Jiang, Wenguang, Li, Shengbin, Jiang, Yunhong, Ai, Chao

“…Accurately predicting the drilling efficiency of rotary drilling is the key to achieving intelligent construction. The current types of principle analysis…”
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An Improved Genetic Algorithm-Optimized Back Propagation Neural Network for Acrophobia Prediction Model Autor Yuan, Rulin, Lin, Junru, Li, Yakun, Liu, Tiantian, Feng, Liang, Liu, Bangchun

“… To address this issue, this study developed a predictive model for acrophobia using an improved Genetic Algorithm (IGA…”
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Research on electric vehicle charging safety warning model based on back propagation neural network optimized by improved gray wolf algorithm Autor Zhang, Liang, Gao, Tian, Cai, Guowei, Hai, Koh Leong

“…•The established charging safety warning model has good timeliness and accuracy.•Using the search strategy based on clustering results to improve the GWO algorithm…”
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Power Output Prediction Method for Fuel Cell Based on Improved Genetic Algorithm Optimized Back Propagation Neural Network Model Autor Li, Yu, Li, Keye, Yang, Yuxiao, Cai, Shiyun, Lv, Yongfeng, Wu, Xiao-Long

“… Comparative analysis with back-propagation neural network (BP), genetic algorithm optimized neural network (GANN…”
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Classification of GPS Satellites Using Improved Back Propagation Training Algorithms Autor Azami, Hamed, Mosavi, Mohammad-Reza, Sanei, Saeid

“… Although the basic back propagation (BP) is the most popular ANN algorithm and can be used in the estimators, detectors or classifiers, it is too slow for practical problems and its performance is not satisfactory…”
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Pipeline damage identification based on an optimized back-propagation neural network improved by whale optimization algorithm Autor Wu, Lei, Mei, Jiangtao, Zhao, Shuo

“…) and swarm intelligence algorithm is proposed. In detail, based on the original whale optimization algorithm (WOA), an improved WOA (IWOA…”
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Photovoltaic power prediction based on improved grey wolf algorithm optimized back propagation Autor He, Ping, Dong, Jie, Wu, Xiaopeng, Yun, Lei, Yang, Hua

“…At present, the back-propagation (BP) network algorithm widely used in the short-term output prediction of photovoltaic power stations has the disadvantage of ignoring meteorological factors and weather conditions in the input…”
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Prediction of milk protein content based on improved sparrow search algorithm and optimized back propagation neural network Autor Liu, Jiangping, Hu, Pengwei, Xue, Heru, Pan, Xin, Chen, Chen

“… In this paper, a prediction modeling method based on improved sparrow search algorithm (SSA) and optimized back propagation (BP…”
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Height Prediction of Water-Conducting Fracture Zone in Jurassic Coalfield of Ordos Basin Based on Improved Radial Movement Optimization Algorithm Back-Propagation Neural Network Autor Gao, Zhiyong, Jin, Liangxing, Liu, Pingting, Wei, Junjie

“… The back-propagation neural network (BP-NN) can be utilized to forecast the WCFZ height, aiding coal mines in water hazard prevention and control efforts…”
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Debris flow volume prediction model based on back propagation neural network optimized by improved whale optimization algorithm Autor Ni, Bo, Li, Li, Lin, Hanjie, Qiang, Yue, Wu, Hengbin, Zhang, Zhongxu, Zhang, Yi

“… Then, the improved whale optimization algorithm optimizes the final weights and thresholds in the back propagation neural network…”
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