An efficient bio-inspired algorithm based on humpback whale migration for constrained engineering optimization by Mojtaba Ghasemi, Mohamed Deriche, Pavel Trojovský, Zulkefli Mansor, Mohsen Zare, Eva Trojovská, Laith Abualigah, Absalom E. Ezugwu, Soleiman kadkhoda Mohammadi

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Coordinate transformation based coefficients estimation algorithm for digital predistortion of RF power amplifiers by GHao HUAN, Hua QIAN, Sai-jie YAO, Xiu-mei YANG

“…Based on the low-IF digital predistortion (DPD) architecture,a coordinate transformation based low-complex coefficients estimation algorithm is proposed to reduce the hardware implementation cost and numerical calculation complexity significantly.The proposed algorithm transforms the complex multiplication of the conventional DPD coefficients estimation method to amplitude multiplication and phase addition in polar coordinates.To complete the same calculation,times of multiplications and accumulations are reduced by 75% and 50%.The algorithm is derived from the general Volterra pass-band nonlinear model,and proves the equivalency of baseband predistortion and IF predistortion.The proposed low-IF architecture and the coefficients estimation algorithm are verified by the measurement results on a practical radio frequency power amplifier.…”
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Genetic Algorithm and Graph Theory Based Matrix Factorization Method for Online Friend Recommendation by Qu Li, Min Yao, Jianhua Yang, Ning Xu

“…Experiments showed that the hybrid recommendation algorithm is able to recommend online friends with good accuracy.…”
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Application of an Improved Particle Swarm Optimization Algorithm in the Robotic Arm of a Handling Robot by Zhang Zhenhe, Yang Daoyu, Shu Yibin, Liu Jiangyi, Cao Jingyi, Chen Meirong

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McEliece public key cryptosystem attack algorithm based on enumeration error vector by Jing-mei LIU, Yan-li WANG, Bin LIANG, Lin-sen ZHAO

“…Considering the above analysis, an attack algorithm based on enumeration error vector was proposed. …”
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High-Throughput Satellite Precoding Algorithm Based on Non-Ideal Channel State Information by Yingzhe DOU, Guanchang XUE, Mingchuan YANG

“…In order to suppress co-channel interference caused by frequency reuse, high-throughput satellite communication systems have begun to study ground interference suppression technologies, including multi-user detection technology applied in the reverse link and precoding technology applied in the forward link.A forward link model was established that took into account the eff ects of free space loss, rain attenuation, and beam gain.Based on the non-ideal channel state information model, the minimum mean square error precoding algorithm was improved, and an improved minimum mean square error precoding algorithm suitable for non-ideal channel state information was proposed.The satellite precoding algorithm considered adopted a more accurate channel model with irrational channel information, and incorporated the non-ideal channel state information into the precoding algorithm and eliminated it.The simulation results showed that the high-throughput satellite precoding algorithm could signifi cantly improved the throughput of the system under the condition of non-ideal channel state information, and also improved the robustness of the system.…”
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Thermal Fault Detection and Diagnosis of Electrical Equipment Based on the Infrared Image Segmentation Algorithm by Hongzhao Li

“…The effectiveness of the proposed infrared image segmentation algorithm is verified through the practical application of the infrared image segmentation algorithm in the detection of interior and exterior faults of electrical equipment.…”
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COVID-19 World Vaccine Adverse Reactions Based on Machine Learning Clustering Algorithm by Lozan M. Abdulrahman, Adnan Mohsin Abdulazeez, Dathar A. Hasan

Subjects: “…COVID-19 Vaccine Reactions, Machine Learning, Clustering Algorithm, VARSE, Weka…”
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Microwave Imaging of Three-Dimensional Targets by Means of an Inexact-Newton-Based Inversion Algorithm by Claudio Estatico, Matteo Pastorino, Andrea Randazzo

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Hurst weighted random early detection algorithm based on self-similar traffic input by HUANG Li-ya, WANG Suo-ping

“…RED as proposed by Floyd was based on the traditional Poisson input model,could not satisfy self-similar na-ture of network traffic.With this in view,an attempt has been made by proposing a modified RED algorithm,the HWRED algorithm with self-similar input.Modified RED algorithm can tune RED parameters according to the Hurst parameter of input traffic.Simulated results show modified algorithm increases evidently stability of queue size,and de-creases packet loss ratio,queue delay and queue delay variability,finally improves link use percentage of network.…”
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A Novel Method for News Recommendation on Websites Using the Clustered-Vectors Optimization Algorithm by Piyanuch Chaipornkaew, Thepparit Banditwattanawong

“…Experimental results indicated that the proposed CVO algorithm outperformed five well-known algorithms, which were TF-IDF, Word2Vec, Doc2Vec, Bag-of-Words (BoW), and Transformer, in terms of predictive performance. …”
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A density clustering-based network performance failure big data analysis algorithm by Xiang LI, Yuan LI, Zifei ZHANG, Zhe YANG

“…Facing frequent network security incidents,how to quickly find abnormal data in massive monitoring database and carry out network failure analysis becomes a research difficulty.A density-based network performance failure big data analysis algorithm was proposed,which extracted key performance characteristic indicators through entropy weight analysis,implemented data shaping through data cleaning and standardization,and extracted abnormal performance data on the basis of DBSCAN clustering algorithm.Relying on the real-time massive backbone network link performance data of multiple domestic operators to validated this algorithm,the results shows that compared with the manually manner,the recognition accuracy of the algorithm proposed to the network performance abnormal data is more than 90%,which can well fit for the analysis of real-time Internet network operation failure.…”
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Information acquisition strategy for security gate-ways based on swing door trending algorithm by Shuang WANG, Yueming LU

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A Group Based Key Sharing and Management Algorithm for Vehicular Ad Hoc Networks by Zeeshan Shafi Khan, Mohammed Morsi Moharram, Abdullah Alaraj, Farzana Azam

“…In this paper, we propose media mixing algorithm to decide what information should be provided to each user and how to provide such information. …”
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Optimal Design of Damped Structure with Inerter System Based on Modified Harmony Search Algorithm by Chao Pan, Xiao Han, Hao Wang, Dengke Yang, Li Zhang

“…It is found that the number of iterations and time consumption until convergence required by the modified harmony search algorithm can be reduced by about 20%∼90% compared with the original algorithm, which confirms the effectiveness of the modified algorithm. …”
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Tracking algorithm of Siamese network based on online target classification and adaptive template update by Zhiwang CHEN, Zhongxin ZHANG, Juan SONG, Haipeng LEI, Yong PENG

“…Aiming at the problem that tracking algorithm of Siamese network learned the embedded features of the tracked target and the object in the offline training stage, and these embedded features often lacked the target-specific context information, which made these tracking algorithms less robust, a tracking algorithm of the Siamese network based on online target classification and adaptive template update was proposed, which used SiamRPN++ as the baseline algorithm.Firstly, a cross-correlation feature map supervision module for classification was designed in the offline training phase to learn more discriminative embedded features.Secondly, an online target classification module that included an attention mechanism in the online tracking phase was designed, and the online update filter strategy in the module was used to filter out the background noise.Finally, an adaptive template update module was designed to update the target template information using the UpdateNet.The results of experiments on VOT2018 and VOT2019 datasets verify the effectiveness of the proposed algorithm, which brings 13.5% and 18.2% (EAO) improvement respectively compared with the baseline algorithm SiamRPN++.…”
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Vehicle Detection Algorithm Based on Embedded Video Image Processing in the Background of Information Technology by Rui Liang, Gaoqing Ji

“…This shows that the algorithm has high accuracy for vehicle parking detection data and can collect information quickly and effectively. …”
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A Branch-and-Price Algorithm for Balancing Two-Sided Assembly Lines with Zoning Constraints by Qidong Yin, Xiaochuan Luo, Julien Hohenstein

“…We further propose a branch-and-price (B&P) algorithm that integrates the column generation approach into a branch-and-bound frame. …”
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Sizing a Hybrid Renewable Energy System by a Coevolutionary Multiobjective Optimization Algorithm by Wenhua Li, Guo Zhang, Xu Yang, Zhang Tao, Hu Xu

“…Then, a coevolutionary multiobjective optimization algorithm, termed CMOEA-c, is proposed to handle the nonlinear part and the constraints. …”
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Research on Moving Target Detection and Tracking Technology in Sports Video Based on SIFT Algorithm by Zhu Mei, Yue Wang

“…This paper combines the SIFT algorithm to carry out the research of sports video moving target detection and tracking technology, to identify sports features, and to improve the sports feature detection algorithm. …”
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