Výsledky vyhledávání - Genetic algorithm–backpropagation neural network

Seafloor topography refinement from multisource data using genetic algorithm—backpropagation neural network Autor Wu, Chunhong, Su, Xinwen, Xu, Chuang, Jian, Guangyu, Li, Jinbo

“…), the random selection of parameters may decrease the accuracy. To address this issue and achieve a more efficient global search, this paper introduces a genetic algorithm-backpropagation (GA-BP) neural network…”
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Optimized parameters for the preparation of silk fibroin drug‐loaded microspheres based on the response surface method and a genetic algorithm–backpropagation neural network model Autor Zhang, Xujing, Zhou, Jianping, Xu, Yan

“…) and genetic algorithm–backpropagation (GA–BP) neural network GA–BP model are used to predict and evaluate the parameters of the drug…”
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Prediction of Short-Term Winter Photovoltaic Power Generation Output of Henan Province Using Genetic Algorithm–Backpropagation Neural Network Autor Xia, Dawei, Li, Ling, Zhang, Buting, Li, Min, Wang, Can, Gong, Zhijie, Shagali, Abdulmajid Abdullahi, Jiang, Long, Hu, Song

“… Based on the integration of a backpropagation (BP) neural network and a genetic algorithm (GA…”
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Detecting coal content in gangue via machine vision and genetic algorithm-backpropagation neural network Autor Zhang, Chunlong, Dou, Dongyang, Sun, Fengjie, Huang, Zixuan

“… A novel approach based on binocular machine vision and genetic algorithm-backpropagation neural network (GA-BPNN) was proposed…”
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Fusion of rough set theory, genetic algorithm-backpropagation neural networks and Shapley additive explanations for the design of bamboo furniture Autor Huang, Zhongchen, Ye, Li

“… Finally, an intelligent mapping model between product components and emotional needs was constructed using Genetic Algorithm-Backpropagation Neural Networks (GA-BPNN…”
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Prediction modeling of cigarette ventilation rate based on genetic algorithm backpropagation (GABP) neural network Autor Wei, Jiaxin, Wang, Zhengwei, Li, Shufang, Wang, Xiaoming, Xu, Huan, Wang, Xiushan, Yao, Sen, Song, Weimin, Wang, Youwei, Mei, Chao

“…), backpropagation neural networks (BPNN), and genetic algorithm-optimized backpropagation (GABP) to construct a model for the prediction of cigarette ventilation rate…”
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Increasing the Accuracy of Soil Nutrient Prediction by Improving Genetic Algorithm Backpropagation Neural Networks Autor Liu, Yanqing, Jiang, Cuiqing, Lu, Cuiping, Wang, Zhao, Che, Wanliu

“… into local extreme points. In this study, a BP neural network model optimized by an improved genetic algorithm (IGA…”
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Distributed nonlinear model predictive control for cobalt removal process in zinc hydrometallurgy considering error compensation modelling Autor Wang, Qianqian, An, Aimin, Tang, Minan, Lu, Jiawei

“…To address the strong nonlinearity, uncertainty, and mutual coupling in the cobalt removal process of zinc hydrometallurgy, an algorithm based on an improved genetic algorithm (GA) backpropagation (BP…”
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Porosity Characterization of Thermal Barrier Coatings by Ultrasound with Genetic Algorithm Backpropagation Neural Network Autor Zhang, Shuxiao, Lv, Gaolong, Guo, Shifeng, Zhang, Yanhui, Feng, Wei

“…). In this study, the ultrasonic technique and the artificial neural network optimized with the genetic algorithm (GA_BPNN…”
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Constitutive Modeling of A286 Superalloy: Comparison of Improved Khan-Huang-Liang, Improved Johnson-Cook, and Genetic Algorithm-Backpropagation Artificial Neural Network Models Autor Tao, Liang, Feng, Zhiguo, Jiang, Yulian, Mo, Ningning, Lu, Rengang

“…: an improved Khan-Huang-Liang (KHL) model, an improved Johnson-Cook (J-C) model, and a genetic algorithm-backpropagation artificial neural network (GA-BP ANN) model…”
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Wearable glove gesture recognition based on fiber Bragg grating sensing using genetic algorithm-back propagation neural network Autor Sun, Zelin

“…•Gesture recognition based on FBG sensing with neural network is presented.•A human hand wearable data glove module consisting of FBG sensors was constructed…”
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Intelligent assessment of pressure in women’s loungewear based on machine learning algorithms Autor Tan, Xiaoxuan, Wang, Chunhong, He, Yin, Wang, Wenshu, Chen, Yasong, Zhou, Jinxiang, Yin, Lanjun, Yang, Daopeng, Fu, Guangwei

“… the predictive performance of support vector regression (SVR), backpropagation neural network (BPNN), and genetic algorithm…”
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A Novel Method for Mechanical Fault Diagnosis of Underwater Pump Motors Based on Power Flow Theory Autor Jiang, Weixiong, Wang, Honghui, Liu, Guijie, Liu, Yonghong, Cai, Baoping, Li, Zhixiong

“…), and genetic algorithm-backpropagation neural network (GANN). This method includes three steps…”
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Intelligent Assessment of Urban Drainage Pipeline System based on Genetic Algorithm-Backpropagation Neural Network Autor Zhang, Shiran

“… To surpass these constraints, this research presents a state estimation model based on the Genetic Algorithm-Backpropagation (GA-BP) neural network…”
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Energy management strategy for electrically-powered hydraulic vehicle based on driving mode recognition Autor Lin, Yanhong, Liu, Benyou, Zhang, Tiezhu, Zhang, Hongxin, Zhang, Zhen

“… Subsequently, a genetic algorithm-optimized backpropagation neural network enables precise online driving mode recognition, and a fuzzy controller actively regulates energy flow in real time…”
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In-Situ Loading Test in Deep Soft Soil and Back Analysis Based on Machine Learning Method Autor Liu, Zhicheng, Zhang, Wengang, Zhang, Xiaoguang

“… The three-dimensional finite element model is established to analyze the loading test, and a Genetic Algorithm-Backpropagation Neural Network (GA-BPNN…”
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Comprehensive assessment of soil quality in greenhouse agriculture based on genetic algorithm and neural network Autor Sun, Yuemei, Zhang, Jingzhi, Bai, Jingbo, Xu, Yanxiang, Chen, Yunlin, Lan, Yubin, Han, Xin

“… Materials and methods In this study, the concentrations of eight heavy metals, five soil nutrients, and nine soil-available microelements in 300 greenhouses were measured. Genetic algorithm–backpropagation (GA-BP…”
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A pruned GA-BPNN model for project portfolio benefit evaluation considering ambidexterity Autor Bai, Libiao, Liu, Shiyi, An, Yuqin, Xie, Qi

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Enhanced backpropagation neural network accuracy through an improved genetic algorithm for tourist flow prediction in an ecological village Autor Chen, Xiaolong, Wong, Cora Un In, Zhang, Hongfeng, Song, Zhengchun

“…) and Genetic Algorithm-Backpropagation Neural Network (GABP-NN). However, those models cannot well address the challenge of nonlinear complexity of tourists…”
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Optimized wind power prediction and energy storage scheduling using genetic algorithm and backpropagation neural network Autor Wu, Peng, Li, Zongze

“… urgent. Based on this, a method combining genetic algorithm and backpropagation neural network is proposed for wind power prediction and energy storage scheduling…”
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