Search Results - "sparrow optimization algorithm"

Enhanced sparrow optimization algorithm with hybrid producer selection and scale-free network-guided update by Li, Dahai, Huang, Rui, Wang, Zhendong

“…To address the premature convergence of the sparrow search algorithm (SSA) caused by over-reliance on fitness value for producer selection and insufficient…”
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A Study of the Stability of an Industrial Robot Servo System: PID Control Based on a Hybrid Sparrow Optimization Algorithm by Wang, Pengxiang, Feng, Tingping, Song, Changlin, Li, Junmin, Yang, Simon X.

“…Industrial robots can cause servo system instability during operation due to friction between joints and changes in end loads, which results in jittering of…”
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Desert sparrow optimization algorithm for the bicriteria flow shop scheduling problem with sequence-independent setup time by Sharma, Meenakshi, Sharma, Manisha, Sharma, Sameer

“…Bicriteria flow shop scheduling problem with sequence-independent setup time is addressed in this paper. The objective of the scheduling problem is to minimize…”
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An Integrated Method of Rolling Bearing Fault Diagnosis Based on Convolutional Neural Network Optimized by Sparrow Optimization Algorithm by Dong, Shuyuan

“…Intending to solve the problems including poor self-adaptive ability and generalization ability of the traditional categorizing method under big data, a…”
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UAV trajectory planning based on an improved sparrow optimization algorithm with multi-strategy integration by Yang, Yu, He, Qing, Yang, Liu

“…Real-time monitoring of urban high-altitude data is an important goal in the construction and development of smart cities today. However, with the development…”
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HMADSO: a novel hill Myna and desert Sparrow optimization algorithm for cooperative rendezvous and task allocation in FANETs by Sharma, Vishal, Reina, D. G., Kumar, Rajesh

“… In this paper, a new hill Myna and desert Sparrow optimization algorithm, namely HMADSO, is proposed for cooperative rendezvous…”
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Fast fault detection method for photovoltaic arrays with adaptive deep multiscale feature enhancement by Gong, Bin, An, Aimin, Shi, Yaoke, Zhang, Xuemin

“…Photovoltaic (PV) arrays have output characteristics such as randomness and intermittency, and faults can seriously affect the safe operation of the power…”
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Deep learning-Guided optimization of cobalt catalysts for antibiotic degradation by Jiang, Siyuan, Zhou, Shengwen, Wang, Ce, Man, Zhihao, Shi, Xiaoqi, Cheng, Xiuwen

“…Confronting the escalating issue of antibiotic pollution in global aquatic environments, our research integrates machine learning with optimization algorithms…”
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Noise Reduction of Steam Trap Based on SSA-VMD Improved Wavelet Threshold Function by Li, Shuxun, Zhao, Qian, Liu, Jinwei, Zhang, Xuedong, Hou, Jianjun

“…The performance of steam traps plays an important role in the normal operation of steam systems. It also contributes to the improvement of thermal efficiency…”
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Application of multi-modal temporal neural network based on enhanced sparrow optimization in lithium battery life prediction by Liu, Zeyu, Du, Xiaofang, Shi, Yuhai

“… Combining the robust Denoising Enhancement Network (DeNet), the Improved Sparrow Optimization Algorithm (SCSSA…”
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A hybrid sparrow optimization Kriging model and its application in geological modeling by Shi, Xiaonan, Wang, Yumo, Wu, Haoran, Wang, Aoqian

“…With the proposal of intelligent mines, the demand for drilling is increasing daily. Therefore, it is particularly crucial to gather more geological data by…”
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Machine learning-based predictions and analyses of the creep rupture life of the Ni-based single crystal superalloy by Zou, Fan, Liu, Pengjie, Chen, Yanzhan, Zhao, Yaohua

“…The evaluation of creep rupture life is complex due to its variable formation mechanism. In this paper, machine learning algorithms are applied to explore the…”
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Control method of robotic arm integrating PID feedforward compensation and SAC algorithm by Yu, Shuang, Chen, Wei, Li, Jian, Zhou, Xin

“…To solve the problems of response lag and limited generalization of a single algorithm in traditional control methods for robotic arm trajectory tracking, a…”
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Short-Term Power Load Forecasting Method Based on Improved Sparrow Search Algorithm, Variational Mode Decomposition, and Bidirectional Long Short-Term Memory Neural Network by Wen, Ming, Liu, Bo, Zhong, Hao, Yu, Zongchao, Chen, Changqing, Yang, Xian, Dai, Xueying, Chen, Lisi

“…A short-term power load forecasting method is proposed based on an improved Sparrow Search Algorithm (ISSA), Variational Mode Decomposition (VMD), and…”
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Gas concentration prediction based on SSA algorithm with CNN-BiLSTM-attention by Xing, Wenjing, Yang, Yanguo, Zhang, Yanxin, Yang, Yong

“…Accurate prediction of coal mine gas concentration is a crucial prerequisite for preventing gas exceed and disasters. However, the existing methods still…”
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Optimization of TCN-BiLSTM for dissolved oxygen prediction based on improved sparrow search algorithm by Shi, Pei, Tang, Mingjie, Wang, Quan, Ma, Xiaofei

“…Dissolved oxygen (DO) is a crucial indicator of water quality in river ecosystems, and its accurate prediction plays a vital role in the protection and…”
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An Osprey-Sparrow Optimization Algorithm Suitable for Unmanned Surface Vehicles Path Planning by Gu, Gaoquan, Li, Haitao

“…Addressing the complex task of path planning for unmanned surface Vehicles (USVs), this study introduces an advanced Osprey-Sparrow Optimization Algorithm…”
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Research on Denoising Method for Improving Wavelet Threshold Function Based on Sparrow Optimization Algorithm by Jin, Xincheng, Yan, Cunliang

“…In order to reduce the impact of environmental noise on the detection of electrical energy signals, this paper proposes a denoising method based on the sparrow optimization algorithm to improve…”
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Daily soil moisture prediction during winter wheat growth season using an SCSSA-CNN-BiLSTM model by CUI Song, WU Jin, ZHANG Naifeng, LIU Meng, HU Yongsheng, HE Yanan, GU Yue, LONG Xinya, WANG Zhenlong

“…【Objective】Accurate prediction of field soil moisture is crucial for managing agricultural production and water-saving irrigation. This paper proposes a new…”
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A CNN-BILSTM monthly rainfall prediction model based on SCSSA optimization by Zhang, Xianqi, Yang, Yang, Liu, Jiawen, Zhang, Yuehan, Zheng, Yupeng

“…) and the bi-directional long- and short-term memory network (BILSTM) combined with a sparrow optimization algorithm incorporating positive cosine and Cauchy variants (SCSSA…”
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