Optimal Definition and Risk Stratification in Prediabetes With Stable Coronary Heart Disease: A Prospective Cohort Study by Chenxi Song, Zheng Qiao, Jiaxi Cheng, Yuze Zhang, Weida Liu, Sheng Yuan, Jining He, Yanjun Song, Xiaohui Bian, Zhangyu Lin, Rui Fu, Chunyue Wang, Qianqian Liu, Lei Feng, Jin Tao, Kefei Dou

“…Background The optimal definition and risk stratification approach to identify high‐risk patients with prediabetes and stable coronary heart disease has not been well studied to date. …”
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Algorithms and probabilistic models of parameters of operation of in-plant power supply by E. I. Gracheva, O. V. Naumov, A. N. Gorlov, Z. M. Shakurova

“…As the operating parameters of the system are accepted: the value of the equivalent resistance of the low-voltage electrical network. the amount of active power loss and the amount of electricity loss in the low-voltage network. METHODS. Probabilistic and statistical methods for evaluating the functional parameters of systems were used to solve the tasks. …”
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Construction Technique of Long-Span Shallow-Buried Tunnel Considering the Optimal Sequence of Pilot-Tunnel Excavation by Bao Jin, Yang Liu, Changxi Yang, Zhicheng Tan, Jianyang Zhang

“…Secondly, an optimal construction method was determined and applied to the construction of a practical tunnel. …”
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Resolving Contrast and Detail Trade-Offs in Image Processing with Multi-Objective Optimization by Daniel Molina-Pérez, Alam Gabriel Rojas-López

“…This highlights the method’s effectiveness across different types and enhancement requirements and emphasizes the importance of the proposed preferences in different contexts.…”
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DETERMINATION OF THE BEST OPTIMIZER FOR A NEURONETWORK IN THE DEVELOPMENT OF AUTOMATIC IMAGE TAGGING SYSTEMS by Andrian Kozynets

“…In particular, for neural networks based on convolutional neural networks (CNNs), the choice between popular optimization methods such as Adam (Adaptive Moment Estimation) and SGD (Stochastic Gradient Descent, SGD) can significantly affect their performance. …”
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Optimal Day-Ahead Decision-Making Scheduling of Multiple Interruptible Load Schemes for Retailer With Price Uncertainties by Kai Wang, Ziwei Zhu, Zijun Guo

“…Four IL contracts are proposed considering the possibility of consumers’ participation in demand response at different periods. The uncertain spot price is simulated by the stochastic scenario method, and a model for retailer’s decision under multiple contracts is proposed by Conditional Value-at-risk assessment to maximize the expected profit. …”
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Multi-Objective Optimization of Urban Air Transportation Networks Under Social Considerations by Nikolas Hohmann, Sebastian Brulin, Jurgen Adamy, Markus Olhofer

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Optimal Network Reconfiguration to Reduce Power Loss Using an Initial Searching Point for Continuous Genetic Algorithm by Thuan Thanh Nguyen, Thang Trung Nguyen, Ngoc Au Nguyen

“…The calculated results from the different distribution systems show that the proposed CGA using ISP could reach the optimal radial topology with better successful rate and obtained solution quality than the method based on CGA using the initial population generated randomly and the method based on CGA using the initial radial configuration attached to the initial population. …”
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Pricing Method for Season of Use in Integrated Energy Park by DU Jiangwu, TANG Xiaoqiang, LUO Zhiwei, LIU Dunnan, CHEN Jixu, XU Erfeng, BI Sheng

“…Then, according to unbalance load of park, SOU periods were determined by k-means clustering algorithm. At last, the optimization model was established to stipulate SOU price of different types of users. …”
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Adopting AI in education: optimizing human resource management considering teacher perceptions by Iuliana Petronela Gârdan, Magdalena Beatrice Manu, Daniel Adrian Gârdan, Lucian Dragoș Leonard Negoiță, Carmen Adina Paștiu, Ecaterina Ghiță, Alina Zaharia

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Developing the Efficient System of Organization Governance Based on Optimization of Its Counterpart Liabilities by O. L. Lukasheva, N. E. Novikova, V. A. Melnikov, A. A. Stepanov

“…The article substantiates that only complex and systematic application of different methods of debt receivable optimization can give an opportunity to reach the result and raise efficiency of organization work. …”
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Prediction and optimization of robot processing technology based on neural network and genetic algorithm by Fusen WU

“…This study aims to explore the optimal processing methods for stone industrial robots' grinding operations using BP neural networks and genetic algorithms, taking the processing of sandstone as an example.MethodsTaking the KUKA KR60L30HA industrial robot equipped with a brazed flat grinding head as the representative, the effects of different grinding process parameters on grinding force signals were systematically analyzed by the orthogonal test method. …”
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Optimal Locating of prisons from the perspective of Passive Defense principles and criteria (Case Study: City of Dogonbadan) by Mostafa Mirabadi, Hosein Nazari, Sadegh Besharatifar

“…The results of locating operations were to identify different zones in the city of Doganbadan Finally, considering the distance dimension and access status of the zones, four optimal zones were introduced. …”
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Enhancing microgrid performance: Optimal proactive reactive power dispatch using photovoltaic active power forecasts by Alexander Casilimas‐Peña, Karol Rosen, César Angeles‐Camacho

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Application of the narmax method to the modelling of the nonlinearity of dynamic loudspeakers by A. B. DOBRUCKI, P. PRUCHNICKI

“…The principle of creating a polynomial representation of a model, the problems stemming from a too large number of model coefficients and the method of optimizing the model are presented. The method was tested on data from actual loudspeaker measurements. …”
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Multi-Node Small Radar Network Deployment Optimization in 3D Terrain by Zhiyi Wang, Min Wang, Xinghui Wu, Shuyuan Yang

“…The propagation of radio waves in areas with known three-dimensional (3D) terrain differs significantly from that in free space. However, existing radar deployment optimization methods often rely on simplistic propagation models that do not accurately capture the variations in coverage at different heights. …”
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THE RESEARCH OF USING «THE COST RECOVERY» METHOD IN THE COST MANAGEMENT by Y. Vorontsova, I. Barakhanova

“…The authors described the areas, where the method is applied the most effectively. They considered its integration with other methods, which were combined in different groups and can be used for task of direct counting as well as for optimization task. …”
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Microfluidic 3D cell culture: potential application of collagen hydrogels with an optimal dose of bioactive glasses by Faezeh Ghobadi, Maryam Saadatmand, Sara Simorgh, Peiman Brouki Milan

“…The microfluidic chip’s dimensions were optimized through fluid flow and mass transfer simulations. …”
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OPTIMAL CONDITIONS FOR EXTRACTION PHENOLIC COMPOUNDS AND FLAVONOIDS FROM MILLET BRAN AND STUDYING SOME OF THEIR BIOLOGICAL ACTIVITY by Mariem M. A.AL-Abas, Jassem. M. Nasser

“… The aim of this research is to determine the optimal conditions for extracting phenols and flavonoids from the bran of Iraqi proso millet and Ukrainian foxtail millet, whole and defatted, and  studying some of their biological characteristics. …”
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Placement of Multiple Virtual Objects in Physical Space in Augmented Reality Applications by M. V. Alpatova, Yu. V. Rudyak

“…Therefore, the main task of this study was to develop a method for optimal placement of virtual objects, in which the objective function of comfort was minimized. …”
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