Výsledky vyhledávání - PSO-BP neural network regression algorithm

Recovering 3D Basin Basement Relief Using High-Precision Magnetic Data Through Particle Swarm Optimization and Back Propagation Algorithm Autor Yan, Shen, Zhang, Xinjun, Shang, Zhongda, Wang, Kai, Ma, Yixin

“… This paper proposes a new method for the inversion of magnetic basement interfaces using a particle swarm optimization algorithm that combines potential field processing and machine learning techniques…”
Získat plný text

Experimental study on DEM parameters calibration for organic fertilizer by the particle swarm optimization − backpropagation neural networks Autor Zeng, Fandi, Liu, Limin, Liu, Yinzeng, Bai, Hongbin, Li, Chunxiao, Zhao, Zhihuan

“… The regression fitting models of the BP neural network have been developed from the data set derived from the Central Composite Design test results…”
Získat plný text

Forecast of Advanced Human Capital Gap Based on PSO-BP Neural Network and Coordination Pathway: Example of Beijing–Tianjin–Hebei Region Autor He, Miao, Huang, Junli, Sun, Ruyi

“… The study takes the provincial data of China from 2005 to 2019 as an example, using PSO-BP neural network algorithm to predict the advanced level of human capital through the influencing factors…”
Získat plný text

PSO-BP Based Prediction Study for Nonlinear Regression Problems Autor Hong, Yonglin, Xue, Tianyu, Huang, Muyang

“… By integrating the strong nonlinear mapping capabilities of the BP neural network with the optimization of initial weights and thresholds through the PSO algorithm, we develop a PSO-BP neural network…”
Získat plný text

Prediction of tumor size in patients with invasive ductal carcinoma using FT-IR spectroscopy combined with chemometrics: a preliminary study Autor Zhu, Zhimin, Chen, Cheng, Chen, Chen, Yan, Ziwei, Chen, Fangfang, Yang, Bo, Zhang, Huiting, Han, Huijie, Lv, Xiaoyi

“…), back propagation neural network optimized by genetic algorithm (GA-BP-ANN), and back propagation neural network…”
Získat plný text

Forecasting second-hand house prices in China using the GA-PSO-BP neural network model Autor Wang, Jining, Ji, Huabin, Wang, Lei

“… To address this issue, the research employs a genetic-particle swarm optimization (GA-PSO) algorithm and develops a GA-PSO-BP neural network model through the integration of the BP neural network…”
Získat plný text

Comparison of GA-BP and PSO-BP neural network models with initial BP model for rainfall-induced landslides risk assessment in regional scale: a case study in Sichuan, China Autor Zhu, Chonghao, Zhang, Jianjing, Liu, Yang, Ma, Donghua, Li, Mengfang, Xiang, Bo

“…) and particle swarm optimization (PSO) are, respectively, coupled with the backpropagation (BP) neural network to determine the initial weights and thresholds in the BP…”
Získat plný text

Colorimetric characterization of color imaging systems using a multi‐input PSO‐BP neural network Autor Liu, Lu, Xie, Xufen, Zhang, Yuncui, Cao, Fan, Liang, Jing, Liao, Ningfang

“…‐input particle swarm optimization backpropagation neural network. Combined with a particle swarm optimization algorithm for global search and a 19…”
Získat plný text

Optimization of Online Teaching Quality Evaluation Model Based on Hierarchical PSO-BP Neural Network Autor Jiang, Luxin, Wang, Xiaohui

“… on analytic hierarchy process (AHP) and particle swarm optimization BP neural network (PSO-BP) is proposed. Firstly, an online teaching quality evaluation system…”
Získat plný text

A Microstructure‐Enhanced Dual‐Mode LC Sensor with a PSO‐BP Algorithm for Precise Detection of Temperature and Pressure Autor 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…”
Získat plný text

Prediction Model for Driver Reaction Time Based on PSO-BP Neural Network Model Autor Wang, Dan, Hong, Liang, Zhang, Ce, Bai, Yajie, Bi, Zhen Zhen, Lin, Yier

“… in the human-machine codriving stage with safety of the intended functionality. Therefore, a model based on PSO-BP neural network algorithm to predict driver reaction time is developed…”
Získat plný text

A Productivity Prediction Method of Fracture-Vuggy Reservoirs Based on the PSO-BP Neural Network Autor Tian, Kunming, Kang, Zhihong, Kang, Zhijiang

“… Therefore, a PSO-BP fracture-vuggy reservoir productivity prediction model optimized by feature optimization was proposed in this paper…”
Získat plný text

Research on the Prediction of Infiltration Depth of Xiashu Loess Slopes Based on Particle Swarm Optimized Back Propagation (PSO-BP) Neural Network Autor Xiao, Pan, Guo, Bingyue, Wang, Yi, Xian, Yujian, Zhang, Faming

“…The Xiashu loess exhibits expansion when in contact with water and contraction when water is lost, making it highly susceptible to the influence of rainfall…”
Získat plný text

Research on Check-In Baggage Flow Prediction for Airport Departure Passengers Based on Improved PSO-BP Neural Network Combination Model Autor Jiang, Bo, Zhang, Jian, Fu, Jianlin, Ding, Guofu, Zhang, Yong

“… To accurately capture the trend of baggage flow, a combined PCC-PCA-PSO-BP baggage flow prediction model is proposed…”
Získat plný text

Research on Transmission Efficiency Prediction of Heavy-Duty Tractors HMCVT Based on VMD and PSO–BP Autor Lu, Kai, Liang, Jing, Liu, Mengnan, Lu, Zhixiong, Shi, Jinzhong, Xing, Pengfei, Wang, Lin

“…), Particle Swarm Optimization (PSO), and Back Propagation (BP) neural networks to improve the quality of transmission efficiency prediction…”
Získat plný text

The application of PSO-BP combined model and GA-BP combined model in Chinese and V4’s economic growth model Autor Gui, X., Fečkan, M., Wang, J. R.

“… (PSO-Algorithm) to train Back-Propagation (BP) neural networks, fits the Chinese, the Czech, Slovak, Hungarian, and Polish gross domestic product (GDP) growth model (from 1995 to 2020…”
Získat plný text

Burning rate research of NEPE propellant containing CL-20 on the base of improved Canny edge detection and PSO-BP Autor Wenxiang, Cai, Xintong, Yu, Zhixiang, Wang

“… Furthermore, the Particle Swarm Optimization algorithm -Back Propagation neural network model (PSO-BP…”
Získat plný text

Quantitative determination of TVB-N content for different types of refrigerated grass carp fillets using near-infrared spectroscopy combined with machine learning Autor Zhang, Qinyu, Hu, Zhigang, Xu, Zijian, Zhang, Peilin, Jiang, Yajun, Fu, Dandan, Chen, Yan

“…), backpropagation neural networks (BPNN), and particle swarm optimization-enhanced BP neural networks (PSO-BP…”
Získat plný text

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

“… methods based on data distribution patterns. Secondly, SVM regression, Gaussian process regression, and BP neural network regression models were used to investigate and select the best models for ethanol conversion and C4 olefin yield…”
Získat plný text

Fault detection of key parts of wind turbine based on BP neural network combination prediction model Autor Zhang, Jingjing, Liu, Liming, Wang, Lei, Xi, Wei

“…A BP neural network incorporated regression forecast technique based upon fragment swarm optimization (PSO…”
Získat plný text