Výsledky vyhledávání - sparrow search algorithm-back propagation neural network

Prediction of Coiled Tubing Erosion Rate Based on Sparrow Search Algorithm Back-Propagation Neural Network Model Autor Cao, Yinping, Fang, Fengying, Wang, Guowei, Zhu, Wenyu, Hu, Yijie

“…), and established a back-propagation neural network (BPNN) model optimized by the sparrow search algorithm (SSA…”
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Multi-objective Optimization of Single-stage High-flow Centrifugal Blower Based on Sparrow Search Algorithm-back Propagation Neural Network and Non-dominated Sorting Genetic Algorithm - Autor Lei, C., Zhang, J., Li, F., Wang, Z., Yang, H., Zhang, W., Wei, Y.

“…In this paper, the aerodynamic performance of the single-stage high-flow centrifugal blower is enhanced and optimized through multi-objective optimization by…”
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Outage performance prediction of cooperative vehicle network based on sparrow search algorithm based on back‐propagation neural network Autor Li, Ya, Zhang, Yu, Tian, Xinji, Liu, Ruipeng

“…With the support of the sixth‐generation mobile networks (6G) technology, the Internet…”
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Classification and Location of Cerebral Hemorrhage Points Based on SEM and SSA-GA-BP Neural Network Autor Li, Qinwei, Wang, Lunxiao, Lu, Xiaoguang, Ding, Dequan, Zhao, Yang, Wang, Jianwei, Li, Xinze, Wu, Hang, Zhang, Guang, Yu, Ming, Han, Ping

“…) neural network optimized by genetic algorithm (GA) and Sparrow Search Algorithm (SSA) is proposed. In the simulation model, the bleeding spot with a radius of 3 mm is successfully identified by the approach…”
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A new, fast, and accurate algorithm for predicting soil slope stability based on sparrow search algorithm-back propagation Autor Zheng, Binbin, Wang, Jiahe, Feng, Shuhu, Yang, Han, Wang, Wensong, Feng, Tingting, Hu, Tianyu

“… In this work, a back propagation (BP) neural network based on a sparrow search algorithm (SSA) is developed to predict the slope safety coefficients by using five input features, including unit weight…”
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Prediction of the equilibrium moisture content and specific gravity of thermally modified wood via an Aquila optimization algorithm back-propagation neural network model Autor Chen, Yao, Wang, Wei, Li, Ning

“… To demonstrate the effectiveness and accuracy of the proposed model, it was compared with a tent sparrow search algorithm-back-propagation network model, a back-propagation network model…”
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A novel interval decomposition correlation particle swarm optimization-extreme learning machine model for short-term and long-term water quality prediction Autor Huan, Songhua

“…•An novel Interval Decomposition Correlation Particle Swarm Optimization-Extreme Learning Machine (IDCPSO-ELM) model is proposed for short-term and long-term…”
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Adaptive temperature compensation for MoS2 humidity sensor in complex environments using ISSA-BP neural network Autor Li, Dapeng, Zhang, Hechu, Chen, Aobei, Dong, Xiaoyuan, Yang, Yu, Zheng, Dezhi, Na, Rui

“… To address the challenges posed by dynamic ambient temperature changes on sensor accuracy, an improved sparrow search algorithm-back propagation (ISSA-BP…”
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Root phenotype detection of rice seedling under nitrogen conditions based on terahertz imaging technique Autor Luo, Hui, Wan, Xitong, Chen, Zisu, Jiang, Kaijie, Yu, Yun, Lu, Wei

“…•Rice root phenotype characteristics can be effectively extracted from terahertz image.•Regression models were established between root phenotype and the…”
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Proposing several hybrid SSA—machine learning techniques for estimating rock cuttability by conical pick with relieved cutting modes Autor Zhou, Jian, Dai, Yong, Huang, Shuai, Armaghani, Danial Jahed, Qiu, Yingui

“… In the paper, six machine learning (ML) algorithms (back-propagation neural network, Elman neural network, extreme learning machine, kernel extreme learning machine, random forest, support vector regression…”
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Landslide hazard susceptibility evaluation based on SBAS-InSAR technology and SSA-BP neural network algorithm: A case study of Baihetan Reservoir Area Autor Guo, Junqi, Xi, Wenfei, Yang, Zhiquan, Shi, Zhengtao, Huang, Guangcai, Yang, Zhengrong, Yang, Dongqing

“… (Small Baseline Subsets-Interferometric Synthetic Aperture Radar) and SSA-BP (Sparrow Search Algorithm-Back Propagation…”
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Accelerometer-based human fall detection using sparrow search algorithm and back propagation neural network Autor Wang, Tianhu, Wang, Baoqiang, Shen, Yunzhe, Zhao, Yang, Li, Wenjie, Yao, Keming, Liu, Xiaojie, Luo, Yinsheng

“…•An optimized BP neural network fall prediction model based on the Sparrow Search Algorithm (SSA) has been proposed…”
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Hyperspectral prediction of pigment content in tomato leaves based on logistic-optimized sparrow search algorithm and back propagation neural network Autor Zhao, Jiangui, Zhu, Tingyu, Qiu, Zhichao, Li, Tao, Wang, Guoliang, Li, Zhiwei, Du, Huiling

“… An improved strategy of the sparrow search algorithm (SSA) based on Logistic chaotic mapping was proposed and optimized the back propagation (BP…”
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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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Prediction model of coal spontaneous combustion oxidation state based on MICPO-LSSVM Autor WANG, Wei, WANG, Huangrui, LI, Xuping, QI, Yun, CUI, Xinchao, BAI, Chenhao

“…•A novel model combining game theory and grey target decision determines the oxidation state of coal spontaneous combustion.•A multi-strategy improved CPO…”
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Prediction of the NOx emissions from experimental heavy-duty engine using optimized Sparrow search algorithm combined with back propagation neural network Autor Pan, Xiubin, Guan, Wei, Gu, Jinkai, Sang, Hailang, Wang, Hui, Zhou, Shengkai, Liu, Xing

“… Whereafter, the back propagation neural network (BPNN) model optimized by Sparrow Search Algorithm (SSA…”
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Study on Land Subsidence Simulation Based on a Back-Propagation Neural Network Combined with the Sparrow Search Algorithm Autor Zhu, Xueqi, Zhu, Wantian, Guo, Lin, Ke, Yinghai, Li, Xiaojuan, Zhu, Lin, Sun, Ying, Liu, Yaxuan, Chen, Beibei, Tian, Jinyan, Gong, Huili

“… This paper innovatively introduced a back-propagation (BP) neural network subsidence simulation model which was optimized by the sparrow search algorithm (SSA…”
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Demand Response Potential Day-Ahead Forecasting Approach Based on LSSA-BPNN Considering the Electricity-Carbon Coupling Incentive Effects Autor Zhang, Yiran, Ge, Xinxin, Li, Meiyi, Li, Nan, Wang, Fei, Wang, Liyong, Sun, Qinfei

“… To this end, a logistic sparrow search algorithm- back propagation neural network (LSSA-BPNN) based DR potential and carbon reduction potential forecasting model for LAs…”
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Research of neural network-based model for nonlinear temperature drift compensation of MEMS accelerometers Autor Wei, Minghui, Liu, Zhenhao

“… In this paper, we proposed a temperature compensation model based on tent chaotic mapping and sparrow search algorithm optimized back propagation (BP) neural network (Tent-SSA-BPNN…”
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Study on Self-tuning of Robot Parameters for EMC Vehicle Steering Test Autor Liu, Xuan, Xing, Yuzhe, Liu, Yuqing, Wan, Yuan

“…-precision requirements of such tests. In this study, a novel fuzzy PID parameter self-tuning method is proposed, leveraging a Sparrow Search Algorithm-Back Propagation (SSA-BP) neural network…”
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