Models and Algorithms of Conflict Detection and Scheduling Optimization for High-Speed Train Operations Based on MPC by Zhihui Wang, Yonghua Zhou, Deng Liu

“…The mechanism of conflict detection and scheduling optimization is implemented through a case study. The simulation results demonstrate the effectiveness of the proposed mechanism.…”
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License Plate Recognition Under the Dual Challenges of Sand and Light: Dataset Construction and Model Optimization by Zihao Wang, Yining Yang, Panxiong Yang, Xiaoge Zhang, Jiaming Li, Yanling Sun, Li Ma, Dong Cui

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Graphene-Doped Piezoelectric Transducers by Kriging Optimal Model for Detecting Various Types of Laryngeal Movements by Ming-Chan Lee, Cheng-Tang Pan, Shuo-Yu Juan, Zhi-Hong Wen, Jin-Hao Xu, Uyanahewa Gamage Shashini Janesha, Fan-Min Lin

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LHB-YOLOv8: An Optimized YOLOv8 Network for Complex Background Drop Stone Detection by Anjun Yu, Hongrui Fan, Yonghua Xiong, Longsheng Wei, Jinhua She

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A New Similarity Method to Optimize Business in the Online Stores Using the Rating Time Technology by nayereh zaghari, Ardeshir Zamani

“…To resolve this problem, a new method has been introduced in which by integrating  rating time by Pearson also combining semantic technology with social networks offers a solution to reduce issues such as "cold start" and generally "data sparsity" in recommender systems. The result of simulating showed that the proposed approach provided better performance and more accurate predictions in addition of more consistent with user preferences.…”
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A Method of Performance Optimization for Distributed Stream Data Processing in Vehicle Data Peak Scenario by TANG Pengfei, HU Weimin, YANG Yongtao

“…However, data flood occurs due to the instability of network communication environment between vehicle and ground system, resulting in performance bottleneck when big data computing framework uses the general configuration. …”
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A Multi-Surrogate Assisted Multi-Tasking Optimization Algorithm for High-Dimensional Expensive Problems by Hongyu Li, Lei Chen, Jian Zhang, Muxi Li

“…As a result, several optimal solutions spread throughout disjoint regions can be found for real function evaluation. …”
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Constraint Qualifications and Optimality Conditions for Multiobjective Mathematical Programming Problems with Vanishing Constraints on Hadamard Manifolds by Balendu Bhooshan Upadhyay, Arnav Ghosh, Savin Treanţă, Jen-Chih Yao

“…Suitable illustrative examples are furnished in the framework of well-known Hadamard manifolds to validate and demonstrate the importance and significance of the derived results. To the best of our knowledge, this is the first time that constraint qualifications, their interrelations, and optimality criteria for MOMPVC have been explored in the framework of Hadamard manifolds.…”
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A New SDIMSIM Methods with Optimized Region of Stability and Sustainable Development with Applications On Neutrosophic Data by A.Y. J. Almasoodi, Mohammed Kadhim Mohsin, Sarah A.AL-Ameedee, Mohammed Amer Shanyoor

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Optimization of the Mixture Design of Low-CO2 High-Strength Concrete Containing Silica Fume by Seung-Jun Kwon, Xiao-Yong Wang

“…This study proposed a general procedure to optimize the mixture design of low-CO2 high-strength concrete containing silica fume. …”
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Optimization of GC-IMS parameters and determination of volatile fingerprint of flavors and fragrances using GC-IMS by Dechun Geng, Xinyu Chen, Jing Jin, Daoli Lu, Yujia Huo, Bin Chen

“…Furthermore, prediction of test results is conducted based on the PLS method. Particle Swarm Optimization (PSO) is used to optimize the parameters. …”
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Design of an Improved Method for Task Scheduling Using Proximal Policy Optimization and Graph Neural Networks by Nemilidinea Anantharami Reddy, B.V. Gokulnath

“…Modern computational environments have been getting more and more complex and dynamic; hence, mechanisms of task scheduling are increasingly sophisticated in order to guarantee optimal resource usage and reduced latency. Traditional heuristic-based approaches, although very fast, often fail to meet the intricacies of the dependencies and real-time variability that exist in large-scale systems and hence result in far from optimal task completion timestamp and resource inefficiencies. …”
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Early Language Access and STEAM Education: Keys to Optimal Outcomes for Deaf and Hard of Hearing Students by Marie Coppola, Kristin Walker

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OPTIMIZATION OF WATER RESOURCES UTILIZATION DISTRIBUTION FOR AGRICULTURAL BENEFITS IN THE CLAMPIS IRRIGATION AREA SAMPANG DISTRICT by Fairus Zabadi

“…From the optimization results using the Solver and Microsoft Excel tools, it can be seen that the maximum area of ​​land that can be planted with the available inflow at the intake for MTI (Rice I 2086 Ha/Tobacco II 667.54 Ha), MT-II (Rice I 667, 54 Ha/Tobacco I 1391 Ha/PolowijoI 567.35 Ha/Rice II 128.11 Ha), MT III (Polowijo I 323.65 Ha/Rice II 348.89 Ha/Tobacco II 1261.46 Ha/Polowijo II 825, 00) and provides an analysis of the maximum profit of agricultural products of Rp. 178,183,800,000.00,-.   …”
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Optimal Adaptive Robust Pitch Control with Load Mitigation for Uncertain Variable Speed Wind Turbines by Sara Majidi, Reza Shahnazi

“…In this paper, an optimal adaptive robust pitch controller is proposed for variable speed wind turbines (VSWTs). …”
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Extended Framework for Preventive Maintenance Planning: Risk and Behaviour Analysis of a Proposed Optimization Model by Pablo Viveros, Marco Espinoza, Rodrigo Mena, Fredy Kristjanpoller

“…Results show in contrast with the base optimization model, an 8% less unavailability when the tolerance factor is 10%. …”
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Spectrum and distribution optimization the resilience urban using numerical simulation (A case study of Ilam) by elias mavedat

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Investigation of the strength property of 3D printed products in bending deformation to optimize material distribution by A. V. Shimokhin, A. N. Sorokin, S. N. Boltovsky, V. N. Kuznetsova, I. S. Kuznetsov

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Optimizing an LSTM Self-Attention Architecture for Portuguese Sentiment Analysis Using a Genetic Algorithm by Daniel Parada, Alexandre Branco, Marcos Silva, Fábio Mendonça, Sheikh Mostafa, Fernando Morgado-Dias

“…A sentiment analysis is a Natural Language Processing (NLP) task that identifies the opinion or emotional tone of documents such as customer reviews, either at the general or detailed level. Improving domain-specific models is important, as it provides smaller and better-suited models that can be implemented by entities that own textual data. …”
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Transformer Fault Diagnosis Based on Multi-Strategy Enhanced Dung Beetle Algorithm and Optimized SVM by Shuming Zhang, Hong Zhou

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