Harmonic State Estimation Method Based on Bayesian Optimized Elastic Network Regression by Siqi MA, Zhong WANG

“…In order to accurately estimate the harmonic state of the power system, a harmonic state estimation method is proposed based on Bayesian optimization elastic network regression. Firstly, when the least square method is used to estimate the harmonic state, the weighted 1-norm and 2-norm are added to the penalty function at the same time; In addition, in order to estimate the harmonic state more efficiently and accurately, the Gaussian process and Bayesian optimization are applied to select the weight of 1-norm and 2-norm; Finally, the effectiveness of the proposed method is verified in IEEE14 node. …”
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Optimization Method for Crop Growth Characteristics Based on Improved Locality Preserving Projection by Jia Dongyao, Hu Po, Zou Shengxiong

“…The experiments show that the improved LPP algorithm has good adaptability, and the highest SVM classification accuracy rate of this method can reach more than 96%. Compared with other methods, the improved LPP has superior optimized performance in terms of multidimensional data analysis and optimization.…”
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The Shrinking of Beijing and the Rising of Xiong’an: Optimize Population Migration in terms of Transport Service by Hongzhi Lin

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Sustainable ship scheduling optimization for better berth allocation at the port of Annaba-Algeria by Hizia Amani, Linda Bouyaya, Rachid Chaib, Mohamed Seghir Amani

“…Effectively organizing operations at small ports is a fundamental element in establishing a more streamlined and dependable overall maritime supply chain, ultimately benefiting larger ports. …”
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Parameters Optimization and Energy Absorption Evaluation of the Steel Ball Friction Energy Absorber by Bin Gong

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Coronary heart disease clinic in patients with pacemaker, and selection of optimal electrostimulation regimen by B. G. Iskenderov, V. A. Lusov, T. N. Vakina

“…The opposite was observed in another 30 (19. 5 %) patients (Group 2), with more frequent anginal episodes, changed pain type, localisation and duration, and modified reaction to nitroglycerin. …”
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Enhanced Image Processing and Fuzzy Logic Approach for Optimizing Driver Drowsiness Detection by Wasin AlKishri, Abdallah Abualkishik, Mahmood Al-Bahri

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Integrating Artificial Intelligence and Computational Algorithms to Optimize the 15-Minute City Model by Marwa Abouhassan, Samah Elkhateeb, Raneem Anwar

“…By executing some of these computational models, we demonstrate the potential of AI and computational tools to realize the vision of the 15-minute city, making urban spaces more inclusive, resilient, and adaptive to the evolving needs of their inhabitants.…”
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Optimizing extracellular matrix for endothelial differentiation using a design of experiments approach by Mikayla L. Hall, Wei-Han Lin, Brenda M. Ogle

“…Individual ECM components have previously been shown to support endothelial differentiation; here, we use a Design of Experiments approach to optimize ECM composition to more effectively drive endothelial differentiation. …”
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Optimized Integral Super-Twisting Sliding Mode Control for Acute Leukemia Therapy by Muhammad Munir Butt, Azhar Iqbal Kashif Butt

“…This paper presents an optimized nonlinear controller, the Integral Super-Twisting Sliding Mode Control (ISTSMC), for acute leukemia therapy. …”
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Optimization Algorithm of Workflow’s Accuracy Based  on Serial Reduction under Constraint Time by LUO Zhi-yong, ZHU Zi-hao, YOU Bo, MIAO Shi-di

“…Traditional algorithms often take the least time or the best quality as goal，it leads to the low quality low or the more time taken to complete the product. Aiming at this drawback，the SＲA of the exact rate with string reduction optimization under the constraint time proposed，and obtains the active interval by the constraint task. …”
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Multi-target property prediction and optimization using latent spaces of generative model by Anirudh Jain, Markus Heinonen, Heikki Käsnänen, Julius Sipilä, Samuel Kaski

“…We additionally present results demonstrating promising performance in property prediction in these generative models does not translate to optimization. More specifically, random exploration is competitive with gradient-based strategies and better methods are needed.…”
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A Building-Block Favoring Method for the Topology Optimization of Internal Antenna Design by Yen-Sheng Chen

“…However, the defining length of the resultant building blocks is so large that the problem difficulty arises; furthermore, the order of the building blocks becomes extremely high, so genetic algorithms (GAs) and binary particle swarm optimization (BPSO) are not more efficient than the random search algorithm. …”
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Experimental Realization of a Multiscroll Chaotic Oscillator with Optimal Maximum Lyapunov Exponent by Esteban Tlelo-Cuautle, Ana Dalia Pano-Azucena, Victor Hugo Carbajal-Gomez, Mauro Sanchez-Sanchez

“…Finally, experimental results of the phase-space portraits for generating from 2 to 10 scrolls are listed to show that their associated value for the optimal maximum Lyapunov exponent increases by increasing the number of scrolls, thus guaranteeing a more complex chaotic behavior.…”
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LSM tree read-deletion operations optimization through the implementation of cuckoo filters by Humberto Cesar Villalta Valverde, KwangSik Kim, Kisu Kim, Jinman Kwon, Jaechoon Lim, Yongjoo Jun

“…This approach is expected to reduce storage space and the amount of time for queries and deletions on the overall data structure. This new optimized LSM tree is expected to be implemented in HBase as future work to check its performance with a real-world database for more empirical results.…”
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Optimization and Performance Evaluation of PM Motor and Induction Motor for Marine Propulsion Systems by Theoklitos S. Karakatsanis

“…This paper presents a comprehensive comparative analysis of PMSMs and both Squirrel-Cage and Wound-Rotor IMs for ship propulsion applications, focusing on design optimization. The study shows that PMSMs can be up to 3.11% more efficient than IMs. …”
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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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Surface roughness measurements in NFMQL assisted turning of titanium alloys: An optimization approach by Munish K. Gupta, P. K. Sood

“…Abstract The prediction and optimization of surface roughness values remain a critical concern in nano-fluids based minimum quantity lubrication (NFMQL) turning of titanium (grade-2) alloys. …”
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An optimized stacking-based TinyML model for attack detection in IoT networks. by Anshika Sharma, Shalli Rani, Mohammad Shabaz

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Simulation Analysis and Optimization of Board-Level Power Integrity Based on PDN Impedance by YANG Guotao, LIU Haiyang, LI Ming

“…Additionally, simulations were conducted to optimize PDN impedance based on real printed circuit boards (PCBs). …”
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