Search Results - The PSO − BP algorithm

Predicting interfacial bonding performance of CRTS III slab ballastless track structure via interfacial defects using the PSO-BP algorithm by Jiang, Wei, Lei, Bin, Wang, En, Ni, Yi-Qing, Chen, Zhengwei, Ding, Siqi, Peng, Yiming, Long, Guangcheng

“… The evaluation method lacked the use of appropriate mechanical parameters for assessment. This study introduced a PSO-BP algorithm, which combined the Particle Swarm Optimization (PSO…”
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A Microstructure‐Enhanced Dual‐Mode LC Sensor with a PSO‐BP Algorithm for Precise Detection of Temperature and Pressure by Miao, Hailiang, Bi, Jinglong, Gao, Yang, Wang, Yiming, Wang, Tao, Mo, Runwei, Qian, Min, Zhu, Mingliang, Xuan, Fuzhen

“…) sensor is developed with a particle swarm optimization‐back propagation (PSO‐BP) algorithm for simultaneous measurement of temperature and pressure…”
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Experimental study on DEM parameters calibration for organic fertilizer by the particle swarm optimization − backpropagation neural networks by Zeng, Fandi, Liu, Limin, Liu, Yinzeng, Bai, Hongbin, Li, Chunxiao, Zhao, Zhihuan

“… Genetic algorithms (GA) and particle swarm optimization algorithms (PSO) were used…”
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Retraction Note: Combinatorial optimization analysis of the production process of C4 olefins from ethanol based on the PSO–BP algorithm by He, Ze-Hua

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RETRACTED ARTICLE: Combinatorial optimization analysis of the production process of C4 olefins from ethanol based on the PSO–BP algorithm by He, Ze-Hua

“… for different catalyst combinations and temperatures. Finally, neural network and particle swarm optimization algorithms were used to derive the optimal catalyst combination and temperature to maximize C4 olefin yield…”
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Information System Security Evaluation Algorithm Based on PSO-BP Neural Network by Zheng, Qinghua

“… The existing BP neural network algorithm is improved as the core algorithm of the security intelligent evaluation of the rating information system…”
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A comprehensive real‐time state evaluation strategy for distribution equipment based on MI‐PSO‐BP algorithm by Zhichun, Yang, Yu, Shen, Fan, Yang, Zilin, Wan, Jian, Le

“…Summary This paper studies a comprehensive state assessment strategy for distribution equipment with the aim to enhance the reliability and real‐time…”
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Study on Inversion of Mining Subsidence Based on PSO-BP Algorithm for Okada Model by Jifeng, Wu, Zhiqiang, Yang, Xiaolong, Wu

“… And the method of inversion based on the PSO-BP algorithm has been presented. Through searching for the simulating value of the objective function and comparing…”
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WSN Localization Technology Based on Hybrid GA-PSO-BP Algorithm for Indoor Three-Dimensional Space by Lv, Yongyang, Liu, Wenju, Wang, Ze, Zhang, Zhihao

“… A hybrid GA-PSO-BP algorithm is then proposed. It improves the BP neural network’s prediction performance by optimizing parameters such as the number of neurons for each hidden layer, the learning rate and the error target of the BP network…”
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Prediction and control of profile for silicon steel strip in the whole tandem cold rolling based on PSO-BP algorithm by Han, Guomin, Li, Hongbo, Wang, Gang, Liu, Yujin, Zhang, Jie, Hu, Zhiyuan, You, Xuechang, Xie, Yu

“… A profile prediction model for the whole tandem cold rolling based on PSO-BP algorithm is established, compared with the finite element method, this model can satisfy the demand for fast prediction…”
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Retracted: Information System Security Evaluation Algorithm Based on PSO-BP Neural Network by Intelligence and Neuroscience, Computational

“…[This retracts the article DOI: 10.1155/2021/6046757.]…”
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WITHDRAWN: Research on pipeline corrosion prediction based on RF-PSO-BP Algorithm by Liu, Yingzheng, Zhang, Laibin, Zheng, Wenpei, Li, Xingtao, Yu, Shengyang, Jiang, Lumeng

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An optimised product-unit neural network with a novel PSO–BP hybrid training algorithm: Applications to load–deformation analysis of axially loaded piles by Ismail, A., Jeng, D.-S., Zhang, L.L.

“… Unlike previous studies, in the present study, particle swarm optimisation (PSO) and back-propagation (BP…”
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KOA Massage Robot: A Study on the Reduction of TCM Manipulation Based on PSO-BP Algorithm by Shen, Yichun, Wang, Shuyi, Shen, Yuhan, Xing, Hua, Gong, Li, Hu, Jingyi

“… The robot's structural design and a Particle Swarm Optimization-Back Propagation (PSO-BP) algorithm are integrated to reduce the manipulation required by physicians and to assist in KOA massage treatment…”
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The Prediction of the Elevator Fault Based on Improved PSO-BP Algorithm by Bai, Dingsong, An, Ziliang, Wang, Ning, Liu, Shaofeng, Yu, Xintong

“…In accordance with the problem of worst at the convergence of BP Neural Network, the elevator fault-prediction-model is proposed based on Improved PSO-BP Algorithm in this paper…”
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Application Of Particle Swarm Optimization and Improved PSO-BP Algorithm in Computer Forecasting Model by Ji, Fengchi

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CAD-Assisted 3D Assembly of Automobile Electrical Switch considering PSO-BP Neural Network Algorithm by Zhang, Hanting

“… In order to improve the installation effect of automotive electrical switches, this paper applies the PSO-BP neural network algorithm to automotive electrical switches and integrates PSO and ELM algorithms…”
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Acoustic Seabed Classification Based on Multibeam Echosounder Backscatter Data Using the PSO-BP-AdaBoost Algorithm: A Case Study From Jiaozhou Bay, China by Ji, Xue, Yang, Bisheng, Tang, Qiuhua

“…). The PSO-BP-AdaBoost algorithm uses multibeam echosounder backscatter data to solve the multiclassification problem of diverse seafloor sediment types with small differences between types…”
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Measurement of gas volume fraction in gas-liquid two-phase flow using arrayed fiber-optic probes combined with the PSO-BP-AdaBoost algorithm by Xing, Wenju, Gao, Hong, Qiao, Xueguang

“…•Constructs a gas phase volume fraction prediction model via the PSO-BP-AdaBoost algorithm.•PSO-BP-AdaBoost outperforms SVM, BP, and PSO-BP in accuracy, with a max relative error of 0.14…”
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Hybrid algorithm GA-PSO-BP in secure localization technology for wireless sensor networks by Hai, Xiao

“…Wireless sensors face problems such as poor positioning accuracy in their applications. A hybrid indoor space safety positioning technology is proposed for…”
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