Exploration of the Main Models and Optimization Paths for the Market-Oriented Operation of Urban Parks by Yanting LI, Qiaowan YANG

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Multidimensional Resource Task Scheduling Based on Particle Swarm Optimization in Edge Computing by Zhonglu Zou, Zhuxin Zhai, Xin Yan, Zilin You, Liming Chen

“…It primarily focuses on the instantaneous utilization of CPU and memory while neglecting the coordinated optimization of disk I/O and network bandwidth, resulting in an imbalance in cluster resource utilization, commonly known as the bottleneck effect. …”
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Optimal Zero-Defect Solution for Multiple Inspection Items in Incoming Quality Control by Wenqing Zhou, Yufeng Chen

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Comparative evaluation of anesthesia methods for reconstructive carotid surgery by M. I. Neymark, V. V. Shmelyov, Z. A. Titova, S. A. Khaustova, B. A. Shadymov

“…CE was performed in 140 (73.6%) patients, while 50 (26.4%) patients underwent plasty with the autovenous patch. 60 patients had total intravenous anesthesia. …”
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Optimizing water management in greenhouse farming through an IoT-enabled monitoring system by Abdelrahman A. El-Sheshny, Amal M. Abdel-Hameed, M. A. Al-Rajhi, Hamed G. Ghanem, Taha M. Elzanaty, Mostafa H. Fayed

“…Green bean yield significantly varied between irrigation methods. SDI yield ranged from 25.425 to 28.719 $${\text{t ha}}^{-1}$$ t ha - 1 , with the highest (28.719 $${\text{t ha}}^{-1}$$ t ha - 1 ) at 80% CWR (T3). while the SSDI yield ranged from 24.390 to 33.614 $${\text{t ha}}^{-1}$$ t ha - 1 , with the maximum 33.614 $${\text{t ha}}^{-1}$$ t ha - 1 recorded under 80% CWR (T4). …”
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Transforming nursing education: the power of educational leadership in optimizing time management and competency by Shaimaa Mohamed Amin, Ahmed Abdelwahab Ibrahim El-Sayed, Ahmed Abdellah Othman, Ahmed Salah Ali, Nagwa Ibrahim ELfeshawy, Hanan Hosni El-Sherbini, Abeer Abdel Fattah Mahmoud, Mohamed Hussein Ramadan Atta

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GAAOA-Lévy: a hybrid metaheuristic for optimized multilevel thresholding in image segmentation by Eman Mahmoud, Salem Alkhalaf, Tomonobu Senjyu, Masahiro Furukakoi, Ashraf Hemeida, Ghada Abozaid

“…Experimental results demonstrate that GAAOA-Lévy outperforms existing methods in terms of Peak Signal-to-Noise Ratio (PSNR), computational efficiency, and convergence speed, particularly excelling in three-level thresholding while reducing computational costs for higher thresholds.…”
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Bias-field digitized counterdiabatic quantum algorithm for higher-order binary optimization by Sebastián V. Romero, Anne-Maria Visuri, Alejandro Gomez Cadavid, Anton Simen, Enrique Solano, Narendra N. Hegade

“…While classical computing often struggles with complex instances, quantum optimization emerges as a promising alternative. …”
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Optimized design of high-strength leaf chain based on response surface methodology by LIU Meiqi, FENG Zengming, ZHOU Zhidi

“…ObjectiveAiming at the insufficient fatigue life of high-strength leaf chains for forklifts under low-speed heavy-load conditions, a collaborative optimization framework integrating Response Surface Methodology (RSM) and multi-objective genetic algorithm (MOGA) is proposed to enhance reliability and optimize stress distribution.MethodsBased on transient dynamic analysis using ANSYS Workbench, the edge of the chain plate hole was identified as the critical stress concentration region. …”
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Data-driven network intrusion detection using optimized machine learning algorithms by Dauda Adeite Adenusi, Oladosu Oyebisi Oladimeji, Theopilus Adekunle Oyekola, Korede Solomon Olagunju

“…Comparative analysis with existing approaches, including deep learning methods, shows that our optimized tree-based models achieve comparable or superior performance while maintaining computational efficiency. …”
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Optimizing anesthesiology education for international students in China: challenges and innovative teaching strategies by Yaoxin Yang, Yaoxin Yang, Yu Leng, Yu Leng, Weiwei Wu

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POTMEC: A Novel Power Optimization Technique for Mobile Edge Computing Networks by Tamilarasan Ananth Kumar, Rajendirane Rajmohan, Sunday Adeola Ajagbe, Oluwatobi Akinlade, Matthew Olusegun Adigun

“…The experiments demonstrate that the proposed model reduces transmission energy consumption by 27.5% compared to baseline methods while maintaining the latency below 15 ms in ultra-dense scenarios. …”
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Constraint-aware wind power forecasting with an optimized hybrid machine learning model by Md. Omer Faruque, Md. Alamgir Hossain, S.M. Mahfuz Alam, Muhammad Khalid

“…Additionally, the proposed optimization techniques were bench-marked against the Bayesian optimization process (BOP) with a tree prazen sampler and particle swarm optimization (PSO). …”
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Better care for children with appendicitis: implementation of antibiotic stewardship optimizes postoperative therapy by Beltz, Sebastian, Fischer, Stephanie, Huenger, Frank, Vahdad, Reza, Kalhoff, Hermann, Leutner, Andreas

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Sustainable cement production: minimizing CO2 by optimizing efficiency with LC3 by Amany Mostafa, H. M. Khater, Mahmoud Gharieb, M. Anwar

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Impact of optimal therapy for noncommunicable diseases on the course and outcome of COVID-19 inpatients by I. A. Frolova, E. I. Tarlovskaya, S. V. Romanov, O. P. Abaeva, A. A. Frolov

“…To carry out a comparative analysis of the impact of optimal and suboptimal therapy for noncommunicable diseases (NCDs) at the prehospital stage on the severity and outcomes of coronavirus disease 2019 (COVID-19).Material and methods. …”
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The Optimal Estimation Model for Soil Salinization Based on the FOD-CNN Spectral Index by Jicun Yang, Bing Guo, Rui Zhang

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OPTNet: Optimized Pixel-Transformer Model for Adaptive Retinal Fundus Image Enhancement by Faisal Majed Alqahtani, Somaya Adwan, Mohd Yazed Ahmad, Salmah Binti Karman

“…This study introduces OPTNet, an optimized pixel-wise transformer model designed to efficiently enhance degraded or low-quality retinal images. …”
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Joint Optimization of Caching and Recommendation with Performance Guarantee for Effective Content Delivery in IoT by Zhiyong Liu, Hong Shen, Hui Tian

“…They focus mainly on heuristics and deep reinforcement learning methods without the provision of performance guarantees, which are required in many real-world applications. …”
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A modified coronavirus herd immunity optimizer for capacitated vehicle routing problem by Lamees Mohammad Dalbah, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Raed Abu Zitar

“…Due to the complex nature of the capacitated vehicle routing problem, metaheuristic optimization algorithms are widely used for tackling this type of challenge. …”
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