Výsledky vyhledávání - sparrow research 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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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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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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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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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

“… Two prediction models were established based on the Aquila optimization algorithm back-propagation neural network model…”
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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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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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Membrane Fouling Prediction Based on Tent-SSA-BP Autor Ling, Guobi, Wang, Zhiwen, Shi, Yaoke, Wang, Jieying, Lu, Yanrong, Li, Long

“… (used to optimize the key parameters of the BP network). The tent sparrow search algorithm back propagation network (Tent-SSA-BP…”
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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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Prediction of Agricultural Carbon Emission Based on Improved BP Neural Network with Optimized Sparrow Search Algorithm Autor Su, Zi-Long, Yan, Wen-Liang, Li, Hui-Min, Gao, Lin-Yan, Shou, Wen-Qi, Wu, Jun

“… Subsequently, a Back Propagation （BP） neural network model was developed to predict carbon emissions, employing the GDP of the planting, animal husbandry, and fishery sectors as input variables…”
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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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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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Water quality retrieval of Yunlong Lake based on SSA-BP-SVM model Autor Ren, Zhongjie

“… Here, a coupled model using Sparrow Search Algorithm (SSA) to optimize BP neural network and SVM is proposed to retrieve water quality parameters of conductivity…”
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Building the Oolong Tea Grade Judgement Model Based on Interior Quality Parameters Autor Cuiling LIU, Dong QIN, Caijin LING, Liyang GAO, Qiaoyi ZHOU, Xiaorong SUN, Jingzhu WU, Jiarui ZAN

“… in combination with support vector machine algorithm. Meanwhile, by combining hyperspectral technology with chemometrics, this paper built the quantitative forecast model of particle swarm optimization back propagation neural network (PSO-BP…”
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Optimization allocation strategy of agricultural production resources based on SSA-BP algorithm Autor Wang, Chuang

“… The research proposes a hybrid optimization model based on Sparrow Search Algorithm (SSA) and Back-propagation Neural Network (BP…”
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A Day-ahead Demand Response Potential Forecasting Approach Based on LSSA-BPNN Considering the Electricity-carbon Coupling Incentive Effects Autor Wang, Liyong, Sun, Qinfei, Li, Meiyi, Ge, Xinxin, Wang, Fei

“… To this end, A logistic sparrow search algorithm-back propagation neural network (LSSA-BPNN) based DR potential forecasting model for LAs in a low-carbon operation mode…”
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Enhanced EV Spatial Distribution Estimation for Grid Planning using Neural Architecture Search-Guided Physics-Informed Neural Network and Pufferfish Optimization Algorithm Autor Ramkumar, M. Siva, Sivaramkrishnan, M., M, Arun, S, Yashashwini, Al Jawad, Osama Jamal Jamil Abed, Chadge, Rajkumar

“… The utility grid management system will optimize energy utilization while balancing network capacity and develop new infrastructure components which reduce the electrical grid stress during EV integration increases…”
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基于SSA-BP近似模型的湿式制动器带排转矩参数CSO智能优化 Autor 李杰, 王帅, 兰海, 王志勇

“…针对湿式制动器在非制动工况下功率损失的工程问题,考虑摩擦副间隙内部的润滑油对摩擦副带排转矩的影响,运用麻雀搜索算法-反向传播(Sparrow Search Algorithm-Back Propagation,SSA-BP)神经网络的强大非线性拟合能力,以制动器空载工况为输入量、带排转矩为输出量,建立了湿式制动器近似模型;与传统的BP模型对比,该模型预测精度明显提高,更能满足实际工程的需要;同时,为获取最小带排转矩,采用鸡群优化…”
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基于ISSA-ELM模型的温室环境参数预测研究 Autor 王瑶, 张孟航, 王伟, 王进

“…TK01; 温室环境系统具有非线性、多变量和强耦合的特点,传统的温室模型难以预测其真实环境.采用极限学习机、BP神经网络和支持向量机三种模型对温室温度、湿度和光照强度进行了…”
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Research on the Influence of Composite Modification Design on Tooth Surface Wear of Transmission Gears Autor Bai Xiaoning, Li Yonghua, Wang Denglong, Zhang Dongxu

“…) improved by the Sine chaotic mapping is used to optimize the back propagation (BP) neural network, and the accuracy of Sine-SSA-BP is verified by comparing it with the…”
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