Optimization Performance and Efficiency Improvement of Microgrid Scheduling Model by Honggang JIA, Zhuding WANG, Yuanyuan YUE, Huan YAN, Na YAN, Qiangfei CAO

“…First of all, considering the cost of electricity charges, the cost of energy storage regulation, the user’s inappropriate cost and the benefit of response subsidies, an optimization model with the goal of minimizing the daily comprehensive power consumption cost is established; Then, aiming at the problem that the global optimization ability of the standard differential evolution algorithm is insufficient and the solution efficiency needs to be improved, the scaling factor and crossover operator are optimized and improved to form an adaptive hybrid differential evolution algorithm; Finally, taking the micro grid system as an example, the operation optimization of energy storage and demand response and the comparative analysis of calculation examples are carried out.The results show that the proposed method is suitable for multi scenario computing and has high optimization performance and solving efficiency.…”
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Progress in the classification, optimization, activity, and application of antimicrobial peptides by Zuheng Su, Huajun Yu, Huajun Yu, Tingting Lv, Qizhou Chen, Hui Luo, Haitao Zhang, Haitao Zhang

“…This article focuses on the commonly used optimization strategies and main activities of AMPs, aiming to effectively respond to challenges and provide a theoretical basis for expanding their application range.…”
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Optimal age for screening lumbar osteoporosis in celiac disease by Azita Ganji, Sara Samadi, Masoumeh Sadeghi, Nikta Baniasadi, Vahid Ghavami, Reza Ganji

“…Our objective was to evaluate the stratification of osteoporosis odds in CD patients based on their age, aiming to determine the optimal timing for initiating osteoporosis screening in this population.This cross-sectional study was performed on adult CD patients who were referred to the Celiac Clinic Center between 2015 and 2020. …”
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Modeling and optimization control of SOEC with flexible adjustment capabilities by Yaqing He, Weiqing Wang, Yingtian Chi, Jiarong Li, Xinyan Zhang, Bowen Liu, Yuanpeng Wang

“…Additionally, a thermal dynamic analysis is performed on the SOEC, and an adaptive time-varying LPV-MPC optimization control method is established to ensure the temperature stability of the electrolysis cell stack, aiming to maintain a stable, efficient, and sustainable SOEC operation. …”
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Optimization of Sorghum Spike Recognition Algorithm and Yield Estimation by Mengyao Han, Jian Gao, Cuiqing Wu, Qingliang Cui, Xiangyang Yuan, Shujin Qiu

“…This study proposes a detection-tracking scheme based on improved YOLOv8s-GOLD-LSKA with optimized DeepSort, aiming to enhance yield estimation accuracy in complex agricultural field scenarios. …”
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Optimal Scheduling of Energy Storage Systems with Private Ownership Based on a Stochastic-Robust Hybrid Optimization Model in Energy and Ancillary Services Markets by Mohammad Farahani, Abouzar Samimi, Hossein Shateri

“…In the second step, by determining the uncertainty interval of prices for DAM and RTM, robust optimization is implemented aiming at maximizing the profit of the BES owner using a model of forming a robust counterpart of the objective function and dual theory. …”
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Dynamics analysis and optimal control of a fractional-order lung cancer model by Xingxiao Wu, Lidong Huang, Shan Zhang, Wenjie Qin

“…This study presented a novel Caputo fractional-order lung cancer model aimed at analyzing the population dynamics of cancer cells under untreated conditions and different treatment strategies. …”
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Corrected optimal subsampling for a class of generalized linear measurement error models by Ruiyuan Chang, Xiuli Wang, Mingqiu Wang

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Federated and ensemble learning framework with optimized feature selection for heart disease detection by Olfa Hrizi, Karim Gasmi, Abdulrahman Alyami, Adel Alkhalil, Ibrahim Alrashdi, Ali Alqazzaz, Lassaad Ben Ammar, Manel Mrabet, Alameen E.M. Abdalrahman, Samia Yahyaoui

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Enhancing curve smoothness with whale optimization algorithm in positivity and monotonicity-preserving interpolation by Salwa Syazwani Mahzir, Md Yushalify Misro

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Advances in CAR optimization strategies based on CD28 by Sijin Li, Sijin Li, Sijin Li, Yusi Zhou, Yusi Zhou, Yusi Zhou, Hairong Wang, Hairong Wang, Hairong Wang, Gexi Qu, Gexi Qu, Gexi Qu, Xuan Zhao, Xuan Zhao, Xuan Zhao, Xu Wang, Xu Wang, Xu Wang, Rui Hou, Zhangchun Guan, Zhangchun Guan, Zhangchun Guan, Dan Liu, Dan Liu, Dan Liu, Junnian Zheng, Junnian Zheng, Ming Shi, Ming Shi, Ming Shi

“…We explored potential strategies to enhance CAR-T cell efficacy and reduce side effects by optimizing CD28 motifs and CAR structures, aiming to provide a theoretical basis for further clinical CAR-T cell therapy development.…”
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Optimizing Dynamic Airlift Operations: Winning Strategies in the AFRL Airlift Challenge by John Kolen

“…The Air Force Research Laboratory (AFRL) has sponsored the Airlift Challenge over the past two years, aimed at addressing the dynamic airlift problem. …”
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Portfolio Optimization with Artificial Hummingbird Algorithm for Cement Industry by Murat Erhan Çimen

“…In this study, the Artificial Hummingbird Optimization Algorithm (AHA), which has been proposed in recent years, was implemented for portfolio optimization by adapting it to Modern Portfolio Theory. …”
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Polarization-based puncturing pattern selection of shortened Polar code by Shunlan LIU, Aiming HU, Jianrong BAO

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MULTI-OBJECTIVE OPTIMIZATION OF HYDRODYNAMIC BEARING BASED ON ADAPTIVE GOLDEN JACKAL ALGORITHM (MT) by XU Kai, ZHANG HuiFang

“…Aiming at the shortcomings of the traditional optimization algorithm that the convergence speed is slow and it is easy to fall into the local optimal solution, an adaptive strategy assisted the golden jackal optimization algorithm is proposed to improve the exploration and exploration ability of the golden jackal algorithm. …”
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Optimal time to intervene: The case of measles child immunization by Zuzana Chladná

“…Using real options techniques we determine the level of vaccination rate at which it is optimal to perform intervention. We represent immunization rate of newborns as a stochastic process and intervention as a one-period jump of this process. …”
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Optimal sizing of diesel-electric hybrid powertrain for locomotive by ZHANG Chi, WU Jian, ZHANG Weige, ZHENG Xinjie, CHE Zhanghang, ZHU Zhenlin

“…In the outer loop, the particle swarm algorithm was applied to optimize the sizing parameters, aimed at reducing the life cycle cost. …”
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Optimized Artificial Neural network models to time series by Marwan Abdul Hameed Ashour

“…The second aim is dealing with finding accurate estimators as the convergence sometimes is stack in the local minima. …”
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Optimization of root canal system disinfection using laser by K. N. Kerimova, I. V. Bagdasarova, M. K. Makeeva, A. V. Zoryan, V. E. Magay, N. L. Lezhava, A. I. Markova

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Data-driven optimization for rebalancing shared electric scooters by Yanxia Guan, Xuecheng Tian, Sheng Jin, Kun Gao, Wen Yi, Yong Jin, Xiaosong Hu, Shuaian Wang

“…To tackle this issue, we developed a stochastic optimization model (M0) aimed at minimizing transportation costs and penalties associated with unmet demand. …”
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