Design of LQG Controller for Active Suspension without Considering Road Input Signals by Hui Pang, Ying Chen, JiaNan Chen, Xue Liu

“…Firstly, the half-vehicle and road input mathematical models of an active suspension system are established, with the weight coefficients of each evaluating indicator optimized by using genetic algorithm (GA). Then, a simulation model is built in Matlab/Simulink environment. …”
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The Cultural Value Validity of Digital Media Art Based on Deep Learning Network Model by Yuan Ruan

“…The experimental results show that, compared with mainstream neural network models and traditional classification algorithms, the proposed algorithm has higher classification accuracy and higher recognition and classification efficiency.…”
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Analysis and Optimization on Transmission Accuracy of Shoulder Joint Reducer for an Upper Limb Rehabilitation Robot by Zou Shuaidong, Wang Guangjian, Xie Guanghui, Hou Jingming, Yang Renqiang, Sun Fanwei

“…Based on the characteristics of high error sensitivity and large load capacity of the shoulder joint of the upper limb rehabilitation robot relative to other joints, an involute planetary reducer with small tooth number difference is applied to its shoulder joint drive in this study. Considering the main factors of transmission errors caused by machining and assembly errors, the analytical calculation model of transmission errors of the planetary reducer with small tooth number difference is established based on the mesh line increment method. …”
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A novel agent based autonomous and service composition framework for cost optimization of resource provisioning in cloud computing by Aarti Singh, Dimple Juneja, Manisha Malhotra

“…However, with the expanding requirements of cloud user, the need of efficient resource allocation is also emerging. The main role of service provider is to effectively distribute and share the resources which otherwise would result into resource wastage. …”
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A Novel Mobile Localization Method for Distributed Sensor Network with Non-Line-of-Sight Error Mitigation by Nan Hu, Hao Wu, Chengdong Wu, Yuan Gao

“…The probability data association algorithm is used to filter the estimated location. …”
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Study on the Rolling Bearing Fault Diagnosis based on the Hilbert Envelope Spectrum Singular Value and IPSO-SVM by Qin Bo, Sun Guodong, Zhang Liqiang, Liu Yongliang, Zhang Chao, Wang Jianguo

“…Secondly,the IPSO algorithm is used to optimize the penalty coefficient and the structural parameters of SVM to set up the rolling bearing fault classification model. …”
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INCREASING THE EFFICIENCY OF THE LABOUR RESOURCES USAGE OF AGROSECTOR ENTERPRISES IN THE SYSTEM OF SUSTAINABLE DEVELOPMENT OF THE RURAL TERRITORIES: A CASE STUDY OF UKRAINE by Tetiana SHMATKOVSKA, Anzhela NIKOLAEVA, Myroslava ZABEDYUK, Yuliia SHEIKO, Yuliia GRUDZEVYCH

“…We have substantiated the proposals for the introduction of a special algorithm in the activities of agricultural enterprises to ensure the efficiency of the management of their labour resources. …”
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Determination of the reduced electric field in surface dielectric barrier discharge plasmas by А.А. Муталип, Е.А. Усенов, А.К. Акильдинова, М.Қ. Досболаев, М.Т. Габдуллин, Т.С. Рамазанов

“…In particular, the second positive and the first negative systems, as well as low intensity OH and NO lines were identified. The main transport properties of electrons, such as mobility, mean average energy, and diffusion coefficients were calculated using the BOLSIG+ open source software. …”
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Prediction for Tunnelling-Induced Ground Settlement in Multilayered Soils: An Improved Gradient Boosting Approach by Hongbin An, Yangyang Chen, Jingjie Lei, Hanbin Luo, Elton J. Chen

“…The research is based on the machine learning algorithm to establish a prediction model of stratum settlement caused by shield tunneling, which provides a new idea for real time prediction of the ground response caused by shield tunneling and risk reduction. …”
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A Flexible Global GCRO-DR Method for Shifted Linear Systems and General Coupled Matrix Equations by Jing Meng, Xian-Ming Gu, Wei-Hua Luo, Liang Fang

“…Meanwhile, we apply the new algorithm to solve the general coupled matrix equations. …”
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Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. by Michael Owusu-Adjei, James Ben Hayfron-Acquah, Twum Frimpong, Gaddafi Abdul-Salaam

“…Prediction accuracy score from performance evaluation has been used extensively as the main determining metric for performance recommendation. …”
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Collaborative Optimization of Passenger Control Strategy and Train Operation Plan with Variable Formations for a Rail Transit Network by Yonghao Yin, Jun Chen, Wenrui Zhao

“…To solve the model, a multi-operator simulated annealing (MOSA) algorithm that includes three types of execution operators corresponding to three main decision variables is proposed. …”
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Multithreaded Convolution Implementation Based on Block Methods by A. V. Sharamet

“…The analysis showed that one of the possible ways to reduce time costs is a multithreaded implementation of convolution based on block algorithms. The article shows the main features of the convolution implementation by the overlap method with addition and the overlap method with addition, as well as numerical examples. …”
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Variational Quantum Simulation: A Case Study for Understanding Warm Starts by Ricard Puig, Marc Drudis, Supanut Thanasilp, Zoë Holmes

“…The barren plateau phenomenon, characterized by loss gradients that vanish exponentially with system size, poses a challenge to scaling variational quantum algorithms. Here we explore the potential of warm starts, whereby one initializes closer to a solution in the hope of enjoying larger loss variances. …”
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Adaptive Fractional Hybrid Impedance Control of Rotary Series Elastic Actuator in Flat Terrains by Muhammed Özdemir, Zafer Bingül

“…Unlike traditional impedance control methods, AFH‐IC, which is enhanced with fractional‐order control and an adaptive fuzzy algorithm, is designed to eliminate torque errors in time‐varying stiffness environments. …”
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Simultaneous replacement of the aortic valve and hip joint in a patient with critical aortic stenosis and femoral neck fracture by S. V. Petrov, A. S. Peleshok, V. L. Ignatenko, O. M. Mutalibov, V. A. Krivopalov, G. G. Khubulava, N. G. Pilyugov

“…Developing the treatment algorithm for a combination of two or more diseases in this category of patients is the main task. …”
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Adaptive Topology Reconfiguration from an Actor Failure in Wireless Sensor-Actor Networks by Shengfeng Zhang, Xiaobei Wu, Cheng Huang

“…Length-Aware Topology Reconfiguration Algorithm (LTRA) is proposed on the basis of two vital definitions named as length impact index (LII) and vertex cut set (VCS). …”
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Effects of inter- and intraindividual compensation-sensitive shot styles on performance in Olympic air rifle shooting by Dino Tartaruga, Ralf Kredel

“… Background: Aiming point analysis systems (APAS) are commonly used in sports shooting but face four main challenges: they do not account for intra-session variations, they overlook inter-individual shooter preferences, they ignore compensation mechanisms of technical features, and they do not respect the real shot location at the target. …”
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INVOLVING STUDENTS IN PROJECTING AND CREATING ELECTRONIC EDUCATIONAL ENVIRONMENTS IN PHYSICS AS A WAY OF THEIR PERSONALITY-ORIENTED TRAINING FOR METHODICAL ACTIVITY by V. D. Sharko

“…The author defines priority directions of teacher’s activity in teaching Physics from the standpoint of the competence approach to measuring quality of physical education.They are characterized according to modern requirements. The main types of learners’ activities in Physics (theoretical material acquisition, solving various types of physical problems, making physical experiments, carrying out research)are represented in the context of the competence approach to organization of educational process. …”
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PRICES OF INFRASTRUCTURE PROJECTS AND FACTORS OF THEIR DEVELOPMENT IN TODAY’S SURROUNDINGS by N. N. Lavrova

“…By reviewing Russian and overseas sources the essence and functions of prices of infrastructure building projects were identified. The algorithm of stage making of these prices was shown. …”
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