Competitive Elimination Improved Differential Evolution for Wind Farm Layout Optimization Problems by Sichen Tao, Yifei Yang, Ruihan Zhao, Hiroyoshi Todo, Zheng Tang

“…By designing specialized genetic learning and competitive elimination mechanisms, we effectively address the issue of DE variants failing in the WFLOP due to a lack of discrete optimization characteristics. This method retains the adaptive parameter adjustment capability of advanced DE variants and actively enhances population diversity during convergence through the proposed mechanism, preventing premature convergence caused by non-adaptiveness. …”
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The optimal route search in Bengaluru city transport using Hamilton circuit algorithm by Parkavi S, Parthiban A

“…One of the primary causes of traffic congestion is the sheer volume of private vehicles that travel on city streets and the extensive use of public transportation. The lack of additional road capacity also makes it worse. …”
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Optimization of Pharmacotherapy with Direct Oral Anticoagulants: the Need to Choose the Right Dosage Regimen by A. I. Kochetkov, O. D. Ostroumova

“…All the aforementioned facts allow us to recommend apixaban for widespread use in patients requiring anticoagulant therapy for optimal prevention of systemic thromboembolism and minimizing the associated risk of bleeding.…”
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A Study on the Effect of Drift Factor on Feature Optimization in Electronic Nose Detection by Minhao Cai, Sai Xu, Xingxing Zhou, Huazhong Lu, Xing Liang

“…Although the effect of drift on the performance of electronic noses is widely recognized, there is still a relative lack of research on how drift affects feature optimization. …”
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Molar Extraction and Bone Grafting to Optimize Bone Stock for Future Mandibular Distraction by Aaron I. Dadzie, BSA, Sydney Somers, BS, Mitchell Dunklebarger, MD, Laurel Ormiston, MD, Duane Yamashiro, DDS, Barbu Gociman, MD, PhD

“…Shortcomings associated with mandibular distraction are often secondary to lack of adequate bone at the level of the osteotomies, either from insufficient original bone stock or paucity of bone secondary to previous surgical procedures. …”
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Theoretical justification of the model of search for optimal solutions in complex resource management systems by Roman A. Khalturin, Roman O. Sudorgin, Nikita S. Akinshin

“…In multicriteria optimization under uncertainty, the lack of a unified mathematical framework requires the use of diverse methods such as combinatorics, graph theory, heuristics, linear and dynamic programming, and search algorithms. …”
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IMETA-GNN: Meta Learning-Based Cold Start Optimization for Recommendation System by Nida Siddique, Amna Zafar, Beenish Ayesha Akram, Muhammad Waseem, Sajid Iqbal, Ahmad A. Al-Yahya, Muhammad Nabeel Asghar, Abdullah Abdulrrehman Alaulamie

“…However, these frameworks often lack contextual knowledge from users to provide suitable initial guidelines in the recommendation network for new users. …”
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Automatic melanoma detection using an optimized five-stream convolutional neural network by Vida Esmaeili, Mahmood Mohassel Feghhi, Hadi Seyedarabi

“…Finally, we propose an optimized four-stream CNN (OFSCNN) for classification. …”
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A Q-Learning Crested Porcupine Optimizer for Adaptive UAV Path Planning by Jiandong Liu, Yuejun He, Bing Shen, Jing Wang, Penggang Wang, Guoqing Zhang, Xiang Zhuang, Ran Chen, Wei Luo

“…The Crested Porcupine Optimizer (CPO) has become an excellent method to solve this problem; however, the standard CPO has limitations, such as the lack of adaptive parameter tuning to adapt to complex environments, slow convergence, and the tendency to fall into local optimal solutions. …”
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Optimization of Flight Planning for Orthomosaic Generation Using Digital Twins and SITL Simulation by Alex Oña, Luis Ortega, Andrey Carrillo, Esteban Valencia

“…However, in developing nations, low productivity and poor food quality often result from a lack of modernization. In this context, precision agriculture (PA) introduces techniques to enhance agricultural management and improve production. …”
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Optimizing peanut vine-inversion operations via intelligent control and semantic segmentation by Haiyang Shen, Man Gu, Hongguang Yang, Jie Ling, Lili Shi, Feng Wu, Fengwei Gu, Jiazhuang Tan, Zhichao Hu

“…In response to the unstable inversion performance and the lack of intelligent regulation methods in current mechanized peanut harvesting processes, this paper proposes an optimization method that integrates semantic segmentation with intelligent control. …”
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Mutagenesis-based optimal design of plant peptide phytosulfokine for enhanced biological activity by Rui Ye, Chen Xu, Zhong-Jie Ding, Shao-Jian Zheng, Siewert-Jan Marrink, Dong Zhang, Ruhong Zhou

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The efficacy of psychological capital training on positive emotions and academic optimism among students by Masoumeh Besharati Pour, Alireza Hajiyakhchali, Manigah Shehni Yailagh, Gholamhossien Maktabi

“…Alongside these emotions, academic optimism is a crucial cognitive factor that affects academic performance. …”
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Response surface optimization of co-hydrothermal carbonation parameters of municipal sludge and enteromorpha by ZHI Youwei, XU Donghai*, LIU Huanteng, XU Mingxin, ZHENG Peiyao

“…Through mathematical model optimization, the optimal conditions for achieving the highest ERE (0.470) and the lowest ECI (165.61) were determined to be 216 ℃, 83 minutes, and a 64% municipal sludge proportion, respectively. …”
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Optimal Correction of Adult Spinal Deformities Requires Restoration of Distal Lumbar Lordosis by S. Pesenti, S. Prost, A. Muñoz McCausland, K. Farah, P. Tropiano, S. Fuentes, B. Blondel

“…Specific attention must be paid to restore optimal distal lumbar lordosis in order to set the amount and the distribution of optimal postoperative lumbar lordosis.…”
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Controllability Analysis and Optimization of Hydrocannon Nozzle Shape Based on Direct Extreme Approach by V. K. Tolstykh, Yu. V. Dmitruk

“…The relevance of this research is due to the lack of a unified approach to the analysis of controllability of systems with distributed parameters, which complicates the correct formulation and solution of optimization problems. …”
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Revisiting Uric Acid Stone Dissolution Kinetics: Insights for Optimizing Medical Therapy by Paz Lotan, Michael Mastai, Yitzhak Mastai, Sapir Shekef Aloni, Itay Sagy, Bezalel Sivan, Abd E. Darawsha, David Lifshitz

“…We revisited the UA dissolution kinetics to determine the optimal alkalinization target and evaluate the effect of reducing urine UA saturation below normal levels. …”
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Dual-omics strategy for selecting optimal fermentation strains in traditional koumiss production by Xiaoyan Wang, Zhixin Zhao, Feiyan Zhao, Yu Li, Yinsuo Liang, Runzhi Zhou, Shijia Shen, Jie Yu, Wenjun Liu, Bilige Menghe

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Constructing the optimal experimental autoimmune thyroiditis mouse model using porcine thyroglobulin by Ke Liu, Pei Zhang, Zi-Shan Jin, Xiang-Kun Meng, Jin-Li Luo, Jin-Li Luo, Jin-Li Luo, Lin Han, Xiao-Tong Yu

“…Given unclear pathogenesis and lack of targeted immunotherapies, researchers invest significant time in developing suitable models. …”
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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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