Optimization and Evaluation of the PEDF System Configuration Based on Planning and Operating Dual-Layer Model by Tianhe Li, Pei Ye, Haiyang Wang, Weiyu Liu, Xinyue Huang, Ji Ke

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Traffic Signal Control via Reinforcement Learning: A Review on Applications and Innovations by Panagiotis Michailidis, Iakovos Michailidis, Charalampos Rafail Lazaridis, Elias Kosmatopoulos

“…As traffic networks become more dynamic and complex, traditional strategies such as fixed-time and actuated control increasingly fall short in addressing real-time variability. …”
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Optimal Vibration Suppression in Modal Space for Flexible Beams Subjected to Moving Loads by Yih-Hwang Lin

“…Optimal independent modal space control for vibration suppression of beam structures traversed by a moving concentrated force was examined. …”
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Optimization Strategies for Electric Vehicles: A Review of Evolutionary, Swarm, and Hybrid Algorithms by Kumar A. Vijay, Manohar V. Joshi

“…However, EV design and control present significant challenges, especially with regard to optimizing battery management, energy efficiency, thermal control, and cost. …”
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Multistage Threshold Segmentation Method Based on Improved Electric Eel Foraging Optimization by Yunlong Hu, Liangkuan Zhu, Hongyang Zhao

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Comparison and optimization of performance of cold plasma systems on chickpea seed germination indices by Mohsen Fereydooni, Hossein Haji Agha alizade

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Identifying the Combined Impacts of Sensor Quantity and Location Distribution on Source Inversion Optimization by Shushuai Mao, Jianlei Lang, Feng Hu, Xiaoqi Wang, Kai Wang, Guiqin Zhang, Feiyong Chen, Tian Chen, Shuiyuan Cheng

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Optimization Method for Crop Growth Characteristics Based on Improved Locality Preserving Projection by Jia Dongyao, Hu Po, Zou Shengxiong

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Location Optimization Model of a Greenhouse Sensor Based on Multisource Data Fusion by DianJu Qiao, ZhenWei Zhang, FangHao Liu, Bo Sun

“…In this paper, a model based on the moving least square method in the fusion algorithm is proposed to study the optimal monitoring point of the sensor in the greenhouse and determine the most suitable installation position of the sensor in the greenhouse to improve the control effect of the temperature control device of the system. …”
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Pyfectious: An individual-level simulator to discover optimal containment policies for epidemic diseases. by Arash Mehrjou, Ashkan Soleymani, Amin Abyaneh, Samir Bhatt, Bernhard Schölkopf, Stefan Bauer

“…To showcase potential applications, the simulator parameters are set based on the formal statistics of the COVID-19 pandemic, and the outcome of a wide range of control measures is investigated. Furthermore, the simulator is used as the environment of a reinforcement learning problem to find the optimal policies to control the pandemic. …”
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Improving the Flexibility of Coal-Fired Power Units by Dynamic Cold-End Optimization by Yanpeng Zhang, Xinzhen Fang, Zihan Kong, Zijiang Yang, Jinxu Lao, Wei Zheng, Lingkai Zhu, Jiwei Song

“…The results show that when the back pressure of the unit is relatively low, the cold-end optimization is more effective in improving the ramp-down rate. …”
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Improved Bald Eagle Search Optimization Algorithm for the Inverse Kinematics of Robotic Manipulators by Guojun Zhao, Bo Tao, Du Jiang, Juntong Yun, Hanwen Fan

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Aerodynamic Prediction and Design Optimization Using Multi-Fidelity Deep Neural Network by Bingchen Du, Ennan Shen, Jiangpeng Wu, Tongqing Guo, Zhiliang Lu, Di Zhou

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Optimization and Analysis of Double-circular-arc Harmonic Gear based on Genetic Algorithm by Zhonglong Luo, Xiaochuan Peng

“…By using this model， the parameters of the flexspline are optimized quickly. The results show that this optimization method can optimize more parameters contemporary and reduce the calculation time. …”
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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

“…When the flow-rate of cooling water or the input pressure of bearing oil was at a certain value,the thermal deformation was brought under effective control. If the flow-rate of cooling water or the input pressure of bearing oil increased more,the reduction of the thermal deformation was less. …”
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FORECASTING AND OPTIMIZATION OF CATALYTIC CRACKING UNIT OPERATION UNDER CONDITIONS OF FUZZY INFORMATION by Narkez Boranbayeva, Batyr Orazbayev, Leila Rzayeva, Zhalal Karabayev, Murat Alibek, Baktygul Assanova

“…This paper discusses the application of nonlinear regression to forecast and optimize the operation of catalytic cracking units under conditions of fuzzy information. …”
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Optimization of wet heat conjugation method for heat stability improvement of whey protein by A’yun Qurrotul, Hidayat Chusnul, Van der Meeren Paul

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Low Sidelobe Sparse Concentric Ring Arrays Optimization Using Modified GA by Ke-song Chen, Yong-yun Zhu, Xiao-long Ni, Hui Chen

“…The proposed method is based on modified real genetic algorithm (MGA); it makes grid ring radii as optimal variables and makes elements more reasonably distributed on the array aperture. …”
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Optimization of the Operation Rule Curves for Cascade Reservoirs Using the Cuckoo Search Algorithm by Ismail Ara, Mutlu Yasar

“…These models determine the inflow and outflow necessary to meet the demands for drinking water, irrigation water, etc. Rather than optimizing each reservoir separately in cascaded reservoir systems, more efficient results are obtained if the reservoirs are optimized as a whole. …”
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Exploring Evolutionary Algorithms for Optimal Power Flow: A Comprehensive Review and Analysis by Harish Pulluri, Vedik Basetti, B. Srikanth Goud, CH. Naga Sai Kalyan

“…It has been more than five decades since optimum power flow (OPF) emerged as one of the most famous and frequently used nonlinear optimization problems in power systems. …”
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