Effective least squares approximation method for estimating the rhythm function of cyclic random process by Serhii Lupenko, Małgorzata Wiatr, Andrzej Metelski

“…This made it possible to develop a procedure for calculating and controlling errors of estimating rhythm function of a cyclic random process as certain functions of errors of the segmentation method. The general problem of least squares approximation of the rhythm function of a cyclic random process is formulated as a problem of optimal selection of a parametric function derived from a predetermined class of functions that satisfy the necessary and sufficient conditions of the rhythm function of a cyclic random process. …”
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Dynamic programming for home appliance scheduling with renewable energy integration by Iqra Rafiq, Anzar Mahmood, Ubaid Ahmed, Imran Aziz, Zafar Ali Khan

“…This study proposes an energy cost minimization model, which is solved using a single Knapsack algorithm combined with dynamic programming (DP). The Knapsack problem is used to schedule appliances and ensure that users and producers receive the maximum benefits in terms of cost minimization and peak-to-average ratio (PAR) reduction. …”
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Risk assessing and privacy-preserving scheme for privacy leakage in APP by Xinyu WANG, Ben NIU, Fenghua LI, Kun HE

“…The APP in smartphone contain various third-party services.However,the service providers illegally read the user’s private information.To address this problem,a privacy risk assessing scheme called PRAS was proposed.Firstly,a model was built to assess the risk of privacy leakage,by counting all the permissions acquired by each service providers and considering the non-linear impact of the permissions combination on privacy leakage.Then,by analyzing the balance between service quality and privacy-preserving,an optimal model was used to minimized the risk of private information leakage,and a permission management method was given to protect the privacy information among APP.The experiment results show that PRAS reduces the risk of privacy leakage by an average of 18.5%.…”
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A Data Item Selection Mechanism for Mobile Opportunistic Networks by Lei You, Jianbo Li, Changjiang Wei, Jixing Xu, Chenqu Dai

“…For the purpose of evaluation, a specific data item selection mechanism for a probability-based routing is devised, which is formally defined as an optimal decision-making problem and solved by the dynamic programming technique. …”
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Mobile platform continuous authentication scheme based on gait characteristics by Li YANG, Zhuoru MA, Chenghui ZHANG, Qingqi PEI

“…The popularity of smart phones renders people extremely high requirements for safety.But the traditional one-time authentication method can’t continuously guarantee the security of equipment.To solve the problem,a continuous authentication scheme based on gait characteristics was proposed to realize the identification of current visitors.Moving average filtering,threshold-based useful information interception method and other operations were adopted to reduce noise interference.Template interception was used to maximize the utilization of information,and an optimal combination of time domain features and frequency domain features were proposed to reduce the storage space requirement of users’ information.Finally,the support vector machine realized the identity authentication function.Experiments show that the proposed scheme can effectively authenticate the identities of visitors.…”
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Developing a Drowsiness Detection System for Safe Driving Using YOLOv9 by Fernando Candra Yulianto, Wiwit Agus Triyanto, Syafiul Muzid

“…The model performance was evaluated based on precision, recall, F1 score, and mean average precision (mAP) metrics. The best model was optimized using several optimization techniques to determine the most optimal results. …”
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Trajectory Compression Algorithm via Geospatial Background Knowledge by Yanqi Fang, Xinxin Sun, Yuanqiang Zhang, Jumei Zhou, Hongxiang Feng

“…It segments trajectories according to their distance from the shoreline, applies varying water depth change rate thresholds depending on geographical location, and determines an optimal distance threshold using the average compression ratio score. …”
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Artificial intelligence-based intelligent computing using circular q-rung orthopair fuzzy information aggregation by Jian Qi

“…Additionally, we modified a novel theory of evaluation based on distance from the average solution (EDAS) method for the multi-attribute decision-making (MADM) problem. …”
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Foreign object detection on coal conveyor belt enhanced by attention mechanism by ZHANG Yang, CHENG Zhiyu, CHEN Yunjiang, ZHANG Jiannan, YUAN Wensheng, ZHANG Hui

“…In order to solve this problem, the network structure of the original YOLOv8 algorithm was optimized and a YOLOv8-CPCA detection method was proposed. …”
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Medium- and Long-term Forecast of Inflow of Dahuofang Reservoir Based on CEEMDAN-LSTM Model by WANG Chunyu, ZHANG Jing, YANG Xu, YAN Bin

“…According to the results, when four principal components are selected by using principal component analysis to reduce the dimensionality of the forecast factor sets after the addition of the previous average temperature and maximum temperature data, the CEEMDAN-LSTM model can effectively improve the forecast accuracy and become the optimal model for the monthly flow forecast of Dahuofang Reservoir. …”
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基于CEEMDAN-LSTM模型的大伙房水库入库流量中长期预报 by WANG Chunyu, ZHANG Jing, YANG Xu, YAN Bin

“…The results show that the CEEMDAN-LSTM model can effectively improve the forecast accuracy and become the optimal model for the monthly flow forecast of Dahuofang Reservoir, when four principal components are selected by using principal component analysis to reduce the dimensionality of the forecast data after the addition of the previous average temperature and maximum temperature data, thus providing technical support for the formulation of the future medium and long-term dispatching plan of Dahuofang Reservoir.…”
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Decoupling control strategy of three-port DC–DC converter based on model prediction by Junrui Wang, Xuanjing Qiao, Linhui Li, Rui Wang, Hao Qin

“…Considering the control objectives for each port of the Triple Active Bridge (TAB) DC–DC converter, a discrete predictive model of the TAB converter is established based on phase-shifting modulation and average model. The MPC problem is solved optimally and a predictive controller is designed with control accuracy to achieve decoupling control effect between each port. …”
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A mobile robot safe planner for multiple tasks in human-shared environments. by Jian Mi, Xianbo Zhang, Zhongjie Long, Jun Wang, Wei Xu, Yue Xu, Shejun Deng

“…Various approaches have been studied to solve the path planning problem of a mobile robot designing with multiple tasks. …”
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Study on the synergistic preparation of functional soil from multiple coal-based solid wastes by Yanan Liu, Fenglan Han, Fenglan Han, Ning Li, Fuyuan Dong, Changcong An, Wenna Yang, Tingfeng Li

“…Investigating the functional soil physicochemical properties and oatgrass growth characteristics revealed the optimal functional soil ratios. Compared with the control (CK) at 30 d, the average pH of the FGC3 (FA: 50wt%; GS: 25wt%; CG: 25wt%) decreased from 9.54 to 8.54, the average organic matter content increased from 2.57% to 7.60%, and the average available potassium and ammonium nitrogen content increased from 38.02 to 2.83 mg⋅kg−1 to 53.46 and 3.21 mg⋅kg−1, respectively. …”
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EasiND: Neighbor Discovery in Duty-Cycled Asynchronous Multichannel Mobile WSNs by Tingpei Huang, Haiming Chen, Li Cui, Yuqing Zhang

“…Meanwhile, test-bed evaluation results show that EasiND decreases average discovery latency by up to 86% compared to U-Connect and achieves at least 93.5% average fraction of discoveries in a predefined time limitation under various network conditions.…”
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Model of preventive replacements of complex systems elements depending on the operation time and the number of failures by V. E. Emelyanov, S. P. Matiuk

“…Taking into account the mathematical expectation of the latter and associated costs, a two-dimensional optimal replacement rule is formed, and the expediency of using such a replacement period that minimizes the maximum average costs is shown. …”
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Least Squares Method and Least Modules Method for Finding Defects in Regular Images by Volodymyr Zhydkov, Petro Stetsyuk, Olha Khomiak

“…Four optimization problems for finding the parameters of regular structures are formulated and their properties are formulated for the task. …”
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RESULTS OF SURGICAL TREATMENT OF INFANTILE AND JUVENILE SCOLIOSIS USING VARIOUS INSTRUMENTATION by M. V. Mikhailovsky, V. A. Suzdalov, D. N. Dolotin, I. G. Udalova

“…To address this problem recently several techniques focused, their have advantages and drawbacks.Material and methods. …”
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The Development of a Lightweight DE-YOLO Model for Detecting Impurities and Broken Rice Grains by Zhenwei Liang, Xingyue Xu, Deyong Yang, Yanbin Liu

“…The ECANet module is introduced into the backbone feature extraction network, utilizing the weighted selection feature to cluster the network in the region of interest, enhancing attention to rice impurities and broken grains, and compensating for the reduced accuracy caused by model light weighting. The loss problem of class imbalance is optimized using the Focal Loss function. …”
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PROCESS OF CHANGES OF MAINTENANCE-FREE ONBOARD SYSTEM OPERATIONAL STATUS BETWEEN SCHEDULED MAINTENANCES by A. M. Bronnikov, D. V. Morozov

“…In this article the authors consider the problem of simulating the process of a maintenance-free between scheduled maintenance aircraft system operational status changes, which failure during the flight leads to the disaster. …”
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