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

“…SUMMARY During the inversion of seafloor topography (ST) using the backpropagation neural network (BPNN), the random selection of parameters may decrease the…”
Získat plný text

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…”
Získat plný text

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

“…Using silk fibroin as the base material, the drug‐loaded microspheres are prepared by an emulsification method. In order to determine the drug‐loading and…”
Získat plný text

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

“…In the low-carbon era, photovoltaic power generation has emerged as a pivotal focal point. The inherent volatility of photovoltaic power generation poses a…”
Získat plný text

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

“…Porosity is considered as one of the most important indicators for the characterization of the comprehensive performance of thermal barrier coatings (TBCs). In…”
Získat plný text

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…”
Získat plný text

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

“…Since the dynamic and static scenarios of women’s loungewear involve multiple parts of bodies, it becomes a major factor in the assessment of comfort to…”
Získat plný text

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…”
Získat plný text

Intelligent Assessment of Urban Drainage Pipeline System based on Genetic Algorithm-Backpropagation Neural Network Autor Zhang, Shiran

“…Urban drainage pipeline networks play a pivotal role in ensuring the sustainability of urban infrastructure, but conventional evaluation procedures are…”
Získat plný text

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…”
Získat plný text

Energy management strategy for electrically-powered hydraulic vehicle based on driving mode recognition Autor Lin, Yanhong, Liu, Benyou, Zhang, Tiezhu, Zhang, Hongxin, Zhang, Zhen

“…The effectiveness of the energy management strategy directly impacts the overall system performance of a vehicle, particularly under various driving modes…”
Získat plný text

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…”
Získat plný text

A pruned GA-BPNN model for project portfolio benefit evaluation considering ambidexterity Autor Bai, Libiao, Liu, Shiyi, An, Yuqin, Xie, Qi

Získat plný text

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

“…Purpose With the continuous advancement of modern agriculture and urbanization, soil quality assessment has been considered an important guarantee for…”
Získat plný text

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…”
Získat plný text

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

“…Soil nutrient prediction has been eliciting increasing attention in agricultural production. Backpropagation (BP) neural networks have demonstrated remarkable…”
Získat plný text

Predicting CaO activity in multiple slag system using improved whale optimization algorithm and categorical boosting Autor Xin, Zi-cheng, Zhang, Jiang-shan, Liu, Qing

“…The activity of slag components is one of the primary factors influencing the thermodynamic properties of slag. In this study, a feasible model was established…”
Získat plný text

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…”
Získat plný text

The artificial intelligence-based agricultural field irrigation warning system using GA-BP neural network under smart agriculture Autor Wang, Xiying

“…—Backpropagation Neural Network (EGA-BPNN) model in the context of smart agriculture. To achieve this, irrigation flow prediction in agricultural fields is chosen as the research topic…”
Získat plný text

Research on air pollutant concentration prediction method based on self-adaptive neuro-fuzzy weighted extreme learning machine Autor Li, Yongan, Jiang, Peng, She, Qingshan, Lin, Guang

“…In order to improve the prediction accuracy and real-time of the air pollutant concentration prediction, this paper proposes self-adaptive neuro-fuzzy weighted…”
Získat plný text