Optimized SVR with nature-inspired algorithms for environmental modelling of mycotoxins in food virtual-water samples by Abdullahi G. Usman, Sagiru Mati, Hanita Daud, Ahmad Abubakar Suleiman, Sani I. Abba, Hijaz Ahmad, Taha Radwan

“…By using metaheuristic optimization, parameter adjustment became more effective, avoiding trapping in local minima and improving model generalization. …”
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Optimal Fractionation Scheduling for Radiotherapy Treatments with Reinforcement Learning, Tumor Growth Modeling and Outcome Modeling by Mélanie Ghislain, Florian Martin, Manon Dausort, Damien Dasnoy-Sumell, Ana Maria Barragan Montero, Benoît Macq

“…This study demonstrates the potential of reinforcement learning to optimize treatment planning in radiotherapy, offering a promising path towards more personalized and effective cancer treatments.…”
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Harmonics Elimination of Reduced Switch Multilevel Inverter Using Henry Gas Solubility Optimization Algorithm by Murni Nabila Mohd Zawawi, Zainuddin Mat Isa, Baharuddin Ismail, Mohd Hafiz Arshad, Ernie Che Mid, Md Hairul Nizam Talib, Muhammad Fitra Zambak

“…The findings highlight the potential of HGSO in solving complex optimization challenges within power electronics, offering a novel pathway for advancing modulation strategies in CHB MLIs and contributing to the development of more efficient, reliable, and compact power conversion systems.…”
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Optimization of signal constellations with amplitude-phase shift keying in communication channels with non-fluctuating interference by Gennady V. Kulikov, Xuan Kh. Dang, Andrey A. Lelyukh

“…Methods of statistical radio engineering, the theory of optimal signal reception, and computer modeling were used.Results. …”
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Uncertainty-aware multi-objective growth optimizer of EV charging stations allocation in unbalanced grids by Abdullah M. Shaheen, Aya R. Ellien, Adel A. El-Ela, Ali M. El-Rifaie

“…Benchmark comparisons with established metaheuristic algorithms of Particle Swarm Optimization (PSO), the original GO, and the Enzyme Action Optimizer (EAO) highlight AMOGO’s superior performance. …”
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Enhancing Support Vector Classification for Diabetes Prediction with Novel Optimization Algorithms of Intelligent Health Services by Debojani Paul Chowdhury, Aditi Paul Chowdhury, Apurba Das, Pinki Pinki

“…Diabetes patients are more vulnerable to heart disease, renal failure, stroke, visual impairment, and nerve damage, among other consequences. …”
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Estimation of Leaf Phosphorus Content in Cotton Using Fractional Order Differentially Optimized Spectral Indices by Mamat Sawut, Xin Hu, Yierxiati Abulaiti, Rebiya Yimaer, Baidengsha Maimaitiaili, Shanshan Liu, Ran Pang

“…The spectral characteristics of different cotton cultivars and leaves with varying phosphorus content were analyzed. Optimized spectral indices most correlated to phosphorus were calculated with combinations of arbitrary bands using the Fractional Differential Order (FOD) transform. …”
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Optimizing learning outcomes: a deep dive into hybrid AI models for adaptive educational feedback by Hafiz Muhammad Qadir, M. Taseer Suleman, Rafaqat Alam Khan, Muhammad Sohaib, Md Junayed Hasan, Syed Abid Hussain

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Optimizing Power Flow and Stability in Hybrid AC/DC Microgrids: AC, DC, and Combined Analysis by Ghanshyam Meena, Veerpratap Meena, Akhilesh Mathur, Vinay Pratap Singh, Ahmad Taher Azar, Ibrahim A. Hameed

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Dramatic improvement in strength–ductility balance of dual-phase steels by optimizing features of ferrite phase by Kohei Ogatsu, Toshio Ogawa, Ta-Te Chen, Fei Sun, Yoshitaka Adachi

“…Dramatic improvement in the strength–ductility balance of dual-phase (DP) steels by optimizing the features of the ferrite phase was attempted. …”
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Determining the optimal port placement for transoral endoscopic thyroidectomy vestibular approach in a retrospective study by Zhizhou Deng, Xiongqiang Hu, Fangang Zeng, Yujun Guo, Xiaowei Peng

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Optimizing greenhouse microclimate for plant pathology: challenges and cooling solutions for pathogen control in arid regions by Abdulmujib G. Yusuf, Fahad A. Al-Yahya, Amgad A. Saleh, Ahmed M. Abdel-Ghany

“…Crop production using greenhouse technology has become increasingly essential for intensifying agricultural output, particularly in regions with challenging climatic conditions. More so, greenhouses do not only support continuous crop supply but also provide a controlled environment crucial for studying plant-pathogen interaction. …”
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Optimization of selection agent concentrations and expanding G418 utility for gentamicin resistance in Marchantia polymorpha by Andisheh Poormassalehgoo, Elżbieta Kaniecka, Mohamadreza Mirzaei, Shino Goto-Yamada

“…This study aimed to optimize selection agent use in M. polymorpha genetic transformation. …”
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Optimizing Automated Educational Systems: Adaptive Syllabus Generation and Precise Assessment Using Artificial Intelligence by William Villegas-Ch, Jaime Govea, Roque Albuja, Diego Buenano-Fernandez, Aracely Mera-Navarrete

“…These findings demonstrate that an adaptive, user-centered approach to education automation can effectively overcome current systems’ limitations, leading to more accurate, relevant, and user-friendly tools. …”
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Optimal Design for an Extruder Head Runner Based on Response Surface Method and Simulated Annealing Algorithm by Haichao Zhou, Zhen Jiang, Wenchao Li, Guolin Wang, Yongjie Tu

“…The optimal runner design realizes a more uniform velocity distribution in the outlet cross section. …”
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Optimizing Urban Intersection Management in Mixed Traffic Using Deep Reinforcement Learning and Genetic Algorithms by Jiajun Shen, Yu Wang, Haoyu Wang, Guanyu Fu, Zhipeng Zhou, Jingxin Dong

“…This study aims to optimize lane configurations at urban intersections within mixed traffic environments, integrating both Connected Autonomous Vehicles (CAVs) and Human-driven Vehicles (HVs). …”
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Fracturing location optimization of floor coalbed methane wells with high water content in Hancheng Block by Wei WANG, Haifeng ZHAO, Dezhi WANG, Wang ZHANG, Liang JI, Hong JIANG

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Optimizing Vitamin D Levels: A Real-World Analysis of Supplementation Efficacy and Patient Outcomes by Issa Rasheed Fetian, Brida Caviezel, Laura Szczypior, Eleni Sourla, Titus Baston, Anja Kuzmitski, Kathrin Peschke, Lukas Villiger

“…This real-world analysis highlights the complexities of vitamin D optimization and suggests the need for more complex research studies, when to supplement and how to do it. …”
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Incorporating Risk in Operational Water Resources Management: Probabilistic Forecasting, Scenario Generation, and Optimal Control by Ties van derHeijden, Miguel Angel Mendoza‐Lugo, Peter Palensky, Nick van deGiesen, Edo Abraham

“…The energy distance metric is applied to optimize scenario selection and generate scenario trees, ensuring computational feasibility without compromising decision quality. …”
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Kinetic modeling and optimization of biogas production from food waste and cow manure co-digestion by Mohammadmahdi Mohammadianroshanfekr, Maryam Pazoki, Mohamad Bagher Pejman, Reza Ghasemzadeh, Abolghasem Pazoki

“…The study's limitations, such as the lack of post-optimization TS adjustments, absence of pH control, fixed temperature conditions, highlight areas for future work to provide more insights and improve co-digestion efficiency.…”
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