Výsledky vyhledávání - "Sparrow search algorithm"

Wind Farm Layout Optimization Based on Dynamic Opposite Learning-Enhanced Sparrow Search Algorithm Autor Zhu, Yun, Guo, Yahui, Hu, Tianyu, Wu, Chengke, Zhang, Lidong

“… In this paper, we improve the sparrow search algorithm (SSA) using dynamic opposite learning (DOL) strategy. Twenty-eight benchmark test results prove that compared…”
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A New Mixed-Gas-Detection Method Based on a Support Vector Machine Optimized by a Sparrow Search Algorithm Autor Zhang, Haitao, Han, Yaozhen

“…) optimized by a sparrow search algorithm (SSA). Principal component analysis (PCA) is applied to perform data dimensionality reduction on the input data, and SSA…”
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A weighted-sum chaotic sparrow search algorithm for interdisciplinary feature selection and data classification Autor Jia, LiYun, Wang, Tao, Gad, Ahmed G., Salem, Ahmed

“… The amount of memory and processing time that can be used to process enormous volumes of data are subject to a number of limitations…”
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Optimal chiller loading by improved sparrow search algorithm for saving energy consumption Autor Xue, Zhilu, Yu, Junqi, Zhao, Anjun, Zong, Yue, Yang, Siyuan, Wang, Meng

“…) system with improper load distribution. An efficient optimization method, the improved sparrow search algorithm, has been developed to address the optimal chiller loading (OCL…”
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Formation Path Planning for Collaborative Autonomous Underwater Vehicles Based on Consensus-Sparrow Search Algorithm Autor Zhang, Jie, Chen, Dugui, Han, Guangjie, Qian, Yujie

“… of significant study over the last decade, with swarm intelligence algorithms, such as the sparrow search algorithm (SSA…”
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Analysis and Prediction of Urban Surface Transformation Based on Small Baseline Subset Interferometric Synthetic Aperture Radar and Sparrow Search Algorithm–Convolutional Neural Network–Long Short-Term Memory Model Autor Chen, Yuejuan, Du, Siai, Huang, Pingping, Ren, Huifang, Yin, Bo, Qi, Yaolong, Ding, Cong, Xu, Wei

“…With the acceleration of urbanisation, urban areas are subject to the combined effects of the accumulation of various natural factors, such as changes in temperature leading to the thermal expansion…”
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Cross-subject EEG-based emotion recognition through dynamic optimization of random forest with sparrow search algorithm Autor Zhang, Xiaodan, Wang, Shuyi, Xu, Kemeng, Zhao, Rui, She, Yichong

“… We propose a model of a dynamically optimized Random Forest based on the Sparrow Search Algorithm (SSA-RF…”
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A new elite opposite sparrow search algorithm-based optimized LightGBM approach for fault diagnosis Autor Fang, Qicheng, Shen, Bo, Xue, Jiankai

“…In this paper, a new fault diagnosis approach based on elite opposite sparrow search algorithm (EOSSA…”
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A Tent Lévy Flying Sparrow Search Algorithm for Wrapper-Based Feature Selection: A COVID-19 Case Study Autor Yang, Qinwen, Gao, Yuelin, Song, Yanjie

“… As a recently proposed algorithm, the Sparrow Search Algorithm (SSA) shows its advantages in the FS tasks because of its superior performance…”
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Performance-oriented model learning and model predictive control for PEMFC air supply system Autor Deng, Zhihua, Chen, Ming, Wang, Haijiang, Chen, Qihong

“… This is due to the mismatch between the air supply rate and the electrochemical reaction rate, making it difficult for the system to meet the air flow requirement instantaneously when subject…”
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Sowing Depth Monitoring System for High-Speed Precision Planters Based on Multi-Sensor Data Fusion Autor Wang, Song, Yi, Shujuan, Zhao, Bin, Li, Yifei, Li, Shuaifei, Tao, Guixiang, Mao, Xin, Sun, Wensheng

“…) using an improved sparrow search algorithm (ISSA) is proposed. Subsequently, the filtered data from the three single sensors are integrated to address the issues of mechanical…”
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SSA-LSTM-based locomotion mode recognition algorithm for the control of powered hip disarticulation prostheses Autor Meng, Qiaoling, Sun, Zhenkun, Zhao, Jing, Castelli, Vincenzo Parenti, Yu, Hongliu

“… This paper introduces the SSA-LSTM algorithm, which integrates the Sparrow Search Algorithm (SSA…”
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CNN-BiLSTM Hybrid Model Optimized by Sparrow Search Algorithm for Photovoltaic Power Prediction Autor Zhang, Boyuan

“… However, PV output power is subject to significant non-stationarity and uncertainty due to the coupled influence of multiple factors, such as fluctuations in solar radiation intensity, dynamic cloud…”
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Optimized Traffic Flow Prediction Using Sparrow Search Algorithm and LSTM Fine-Tuned with Hybrid Sandpiper Optimization Autor Hafeez, Shaik Abdul, R, Mahaveerakannan

“…In order to implement intelligent transportation systems effectively, precise and up-to-date data on traffic flows is crucial. To have officially entered the…”
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Event-Triggered Disturbance Rejection Control for Brain-Actuated Mobile Robot: An SSA-Optimized Sliding Mode Approach Autor Zhu, Ziming, Song, Jun, He, Shuping, Liu, Jason J. R., Lam, Hak-Keung

“…This article proposes an event-triggered disturbance rejection control scheme for a brain-actuated two-legged wheeled mobile robot (WMR) by using sliding mode…”
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Decoding SSVEP patterns from EEG via multivariate variational mode decomposition-informed canonical correlation analysis Autor Chang, Liang, Wang, Raofen, Zhang, Yu

“…•Sparrow search algorithm is introduced to optimize the weight.•The refined signal significantly improves the recognition accuracy by CCA…”
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Study of an SSA-BP Neural Network-Based Strength Prediction Model for Slag–Cement-Stabilized Soil Autor Zhang, Bei, Tao, Xingyu, Zhang, Han, Yu, Jun

“… The strength of slag–cement-stabilized soil is subject to nonlinear interactions among multiple factors, including cement content, slag powder dosage, curing age, and moisture content, forming a complex influence mechanism…”
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Rapid Nondestructive Testing Technology-Based Biosensors for Food Analysis

“…The aim of this reprint is to immerse readers in the latest breakthroughs in rapid nondestructive testing (RNT) technology-based biosensors for food analysis…”
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Toward a Comprehensive Evaluation of Student Knowledge Assessment for Art Education: A Hybrid Approach by Data Mining and Machine Learning Autor Wang, Shan, Wang, Hongtao, Lu, Yijun, Huang, Jiandong

“…By analyzing students’ understanding of a certain subject’s knowledge and learning process, and evaluating their learning level, we can formulate students…”
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Research on line loss analysis and intelligent diagnosis of abnormal causes in distribution networks: artificial intelligence based method Autor Liao, Yaohua, En, Wang, Li, Bo, Zhu, Mengmeng, Li, Zhengxing, Gu, ZhiMing

“…) and suggests an intelligent diagnosis algorithm called the Improved Sparrow Search Algorithm and Support…”
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