A New System Reliability Optimization Model Based on Swapping Existing Components by Yuxiong Li, Xianzhen Huang, Xinong En, Pengfei Ding

“…This paper proposes a new system reliability optimization model to achieve optimal component reliability and the ideal component-swapping strategy under a certain set of constraints. …”
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DETERMINATION OF THE BEST OPTIMIZER FOR A NEURONETWORK IN THE DEVELOPMENT OF AUTOMATIC IMAGE TAGGING SYSTEMS by Andrian Kozynets

“…Background. Choosing the best optimizer is an important step in developing efficient automatic image classification systems. …”
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Specialized Mobile Applications as Means of Optimizing the Power Supply System of the Republic of Belarus by M. I. Fursanov, P. A. Sazonov

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Optimizing skin cancer screening with convolutional neural networks in smart healthcare systems. by Ali Raza, Akhtar Ali, Sami Ullah, Yasir Nadeem Anjum, Basit Rehman

“…So as to eliminate these challenges, optimized CNN prediction models for cancer skin classification is studied in this researche. …”
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Optimization of growth rate and feeding efficiency of four economically important in the bioflocs system by AGUSSYARIF HANAFIE, AKHMAD MURJANI, EL REDHA

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Joint beam hopping and coverage control optimization algorithm for multibeam satellite system by Guoliang XU, Feng TAN, Yongyi RAN, Feng CHEN

“…To improve the performance of multibeam satellite (MBS) systems, a deep reinforcement learning-based algorithm to jointly optimize the beam hopping and coverage control (BHCC) algorithm for MBS was proposed.Firstly, the resource allocation problem in MBS was transformed to a multi-objective optimization problem with the objective maximizing the system throughput and minimizing the packet loss rate of the MBS.Secondly, the MBS environment was characterized as a multi-dimensional matrix, and the objective problem was modelled as a Markov decision process considering stochastic communication requirements.Finally, the objective problem was solved by combining the powerful feature extraction and learning capabilities of deep reinforcement learning.In addition, a single-intelligence polling multiplexing mechanism was proposed to reduce the search space and convergence difficulty and accelerate the training of BHCC.Compared with the genetic algorithm, the simulation results show that BHCC improves the throughput of MBS and reduces the packet loss rate of the system, greedy algorithm, and random algorithm.Besides, BHCC performs better in different communication scenarios compared with a deep reinforcement learning algorithm, which do not consider the adaptive beam coverage.…”
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Performance and energy optimization of ternary optical computers based on tandem queuing system by Heqiang Zhang, Meng Liu, Weiwen Liu, Wenqiang Shi, Shuang Li, Jie Zhang, Xianchao Wang

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Multi-objective optimization models for power load balancing in distributed energy systems by Zhuo Wang, Yuchen Luo, Wei Wu, Lei Cao, Zhun Li

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PARAMETER OPTIMIZATION OF HYDROSTATIC MOTORIZED SPINDLE SYSTEM BASED ON ANALYSIS OF THERMAL DEFORMATION by YAN ChaoYing, LIU JiangNan, LIU YanPing, NING ZhaoYang

“…The results show that the maximum deformation of the motorized spindle system was in the place where the grinding wheel was installed. …”
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Stiffness Optimization of a Robotic Drilling System for Enhanced Accuracy in Aerospace Assembly by Haiyang Xu, Jixiao Xue, Gaojie Guo, Yankai Liu, Mingqi Liu, Deyuan Zhang

“…The majority of existing research focuses on optimizing robot posture; however, the efficacy of these approaches is constrained in situations with minimal posture variation. …”
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Thermal and Structural Optimization of Parabolic Trough Systems for Enhanced Energy Conversion Efficiency by Muhammad Sajjad, Shahryar Shafique Qureshi, Samrat Ray, Ambe Harrison, Saad F. Al-Gahtani, Zakaria M. S. Elbarbary

“…This study investigates the optimization of solar thermal energy systems through MATLAB simulations, focusing on critical parameters such as concentration ratio, optical efficiency, heat transfer, energy storage, and receiver design. …”
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Optimization of Transmission Power in a 3D UAV-Enabled Communication System by Jorge Carvajal-Rodríguez, David Vega-Sánchez, Christian Tipantuña, Luis Felipe Urquiza, Felipe Grijalva, Xavier Hesselbach

“…However, optimizing UAV placement in three-dimensional (3D) environments with diverse user distributions and uneven terrain conditions is a crucial challenge. …”
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Simulation Analysis of RES System Optimization Strategy of Range-extended Electric Vehicle by Xing Zhongyi

“…Based on the working modes of the transmission system of range-extended electric vehicle,the map of internal combustion engine and battery system characters are obtained through calculation,the main components of transmission are set up in Matlab on the basis of dynamics equation,and the model is analyzed,the genetic algorithm is combined into control strategy in order to optimize the start-close area of range extended system.The simulation results show that the optimized strategy can not only improve the fluctuation range of SOC,but also improve the fuel consumption of transmission system.…”
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Optimization and Performance Evaluation of PM Motor and Induction Motor for Marine Propulsion Systems by Theoklitos S. Karakatsanis

“…The electrification of ships and the use of electric propulsion systems are projects which have attracted increased research and industrial interest in recent years. …”
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Steady-state Optimization of Complex System Operating Parameters Based on Association Rules by Yan Junwei, Li Kun, Zhou Xuan, Wang Bingwen, Lu Zedong

“…To address the problem of unstable system operation caused by the jump of the target value of system operation parameters in the process of working condition switching, a steady-state optimization method of variable working condition operation parameters is proposed based on association rules. …”
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Resource Allocation Algorithm for the Downlink of Multi-User OFDM System with Optimized Fairness by Limei Tang, Haiyan Cao, Jun Li, Shiyi Xie

“…A resource allocation algorithm for the downlink of multi-user OFDM system with optimized fairness was studied. Firstly, assign the subcarriers to users with the constraint on proportional fairness and the water-filling algorithm was used in this process for the power allocation of each subcarrier. …”
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Non-fragile control of switched systems with memory feedback based on convex optimization by Jiahui Zhou, Xinquan Zhang

“…Abstract In this paper, we study the non-fragile (Here, the term “non-fragile” refers to robustness against controller perturbations) robust stabilization problem for discrete time-delay switched systems with memory feedback and actuator saturation. …”
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Research on optimization of vector control of an asynchronous motor using the analytical control system by A. N. Tsvetkov, Ngok Shi Doan, D. A. Yaroslavsky

“…This, in turn, requires research to optimize the electric drive system based on an asynchronous motor with a combined winding.METHODS.. …”
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On the Optimization of Carob Seed Peel Extraction Using Aqueous-Based Acidic Systems by Bruno Medronho, Oumaima Boutoub, Hugo Duarte, Maria José Aliaño-González, Rui Guerra, António Brázio, Sandra Gonçalves, Anabela Romano

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Optimizing an image analysis protocol for ocean particles in focused shadowgraph imaging systems by Huanqing Huang, Alexander B. Bochdansky

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