Differential Evolution-Based Transient Search Optimizer for Image Multi-Thresholding Problem by Nitin Mittal, Supreet Singh, Lalit Kumar, Gurpreet Kaur, Vikas Mittal, A. Johnson Santhosh

“…For the benchmark image suite in this study, an entropy-based threshold is put into place. This study aims to investigate the thresholding performance of well-recognized fitness function called Kapur’s entropy, for a selected threshold. …”
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Fairness-Oriented Charging Station Location Optimization Driven by Deep Reinforcement Learning by Siyue Yuan, Jiaying Fu, Xiaoyin Ma

“…This study aims to optimize the layout of charging stations in Beijing, balancing overall coverage with regional fairness to support the green transportation system. …”
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NSGA-II-TLBO algorithm for optimizing campus environment art design scheme by Huicong Wang, Meng Zhang, Hongwei Yang

“…The study aims to improve the thermal comfort and overall environmental quality of the campus by optimizing key design elements such as the orientation of campus buildings and the layout of building clusters, creating a healthier and more comfortable learning and working environment for teachers and students.…”
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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

“…Moreover, we adopted an innovative quadratic feature optimization method, which aims to reduce the influence of the drift factor on the feature optimization process and thus improve the drift resistance of the electronic nose. …”
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3D Deployment Optimization of Wireless Sensor Networks for Heterogeneous Functional Nodes by Zean Lu, Chengqun Wang, Peng Wang, Weiqiang Xu

“…Therefore, this paper designs a new multi-objective optimization problem aimed at optimizing heterogeneous-function wireless sensor networks, balancing coverage, connectivity, and cost, while introducing an additional cost dimension to meet the monitoring needs of different functional sensors in specific areas. …”
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Research on optimal strategy of different fire rescue tasks based on oxygen consumption by Jinyong Tang, Jinyong Tang, Xinxin Zhang, Ziwen Wang, Tiehuai Liang, Weiguo Liu

“…Therefore, this study aimed to identify the optimal rescue strategy by analyzing oxygen consumption across different rescue tasks.MethodsSixty male firefighters from the Guilin Fire and Rescue Detachment participated in the study. …”
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Determining the optimal harvest time for pomegranate variety wonderful in semi-arid climate by Vahideh Narjesi, Alireza Bonyanpour, Ali Akbar Ghasemi-Soloklui

“…Abstract Due to limited local knowledge regarding the optimal harvest time for this non-native variety, a two-year study (2021–2022) was conducted using a randomized complete block design with four blocks. …”
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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

“…Aim. 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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Optimized Purification Processes for Isolation and Modification of Oligosaccharides from Rathi Cow’s Milk by Desh Deepak A. P. Singh Chauhan, Sana Akhtar Usmani, Sarita Chauhan, Ashutosh Singh, Desh Deepak

“…Rathi cow’s milk is widely used in the Rajasthan region of India for its nutritional and medicinal benefits. Here, we aim to present an optimized method for the purification and analysis of oligosaccharides present in Rathi cow milk. …”
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Optimization of the road bump and pothole detection technology using convolutional neural network by Ding Haiping, Tang Qianlong

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Green logistics of crude oil transportation: A multi-objective optimization approach by Ardhana Atmayudha, Ahmad Syauqi, Widodo Wahyu Purwanto

“…GHG emissions from logistics activities are predicted to increase significantly by 2050, so they need to be controlled with the right logistics planning strategy. This study aims to apply the green logistics concept in crude oil transportation that considers multiple depots and heterogeneous fleets by using multi-objective optimization (MOO). …”
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Optimization of Xanthan Gum and Sorbitol Levels in the Mycophenolate Mofetil Powder for Oral Suspension by Amin Umrani, Homa Faghihi, Zohreh Mohammadi, Parastoo Mirzabeigi, Hamed Montazeri Ghods, Ali Rastegari

“…Objective In this experimental study, we aim to optimize the levels of xanthan gum and sorbitol in the Mycophenolate mofetil powder.  …”
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Applying optimized curcumin extraction techniques in the development of novel curcumin-infused products by Sucheera Laocharoen, Parinyapan Phetcharat, Kasama Chareekhot, Sunan Nuanpeng

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Allocating the Sample Size in Phase II and III Trials to Optimize Success Probability by Daniele De Martini

“…Here, the problem of allocating available resources, in terms of sample size, to phase II and phase III is studied with the aim of increasing success rate. The overall success probability (OSP) is accounted for.…”
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Artificial Intelligence in Pathology and Molecular Biology: Integrating Intelligent Systems for Laboratory Optimization by Ștefan-Claudiu MIRESCU, Rebeca-Maria POPA

“… Background and Aim: Artificial intelligence transforms medical laboratories by improving workflows, enhancing diagnostic accuracy, and reducing turnaround times. …”
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Rigorous Design Optimization of a Fiber-Enabled Polarimetric Waveguide Interferometer for Biosensing by Samuel M. Hormann, Gandolf Feigl, Jakob W. Hinum-Wagner, Alexander Bergmann

“…Finally, we provide design recommendations and achieve a 5.2-fold improvement over a comparable bimodal waveguide interferometer. Thus, our aim is to design a robust, compact, sensitive, and cost-effective polarimetric waveguide interferometer through an efficient concept and an optimized design.…”
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Ensuring optimal metabolism during coronary artery bypass grafting with cardiopulmonary bypass by V. I. Cherniy, L. O. Sobanska

“…Aim: to reduce perioperative complications in cardiac surgeries with cardiopulmonary bypass (CPB) by developing a comprehensive, personalized approach to ensure optimal tissue metabolism. …”
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Ultraviolet and infrared radiation in Australia: assessing the benefits, risks, and optimal exposure guidelines by Kirti Sharma, Katie M. Dixon, Gerald Münch, Gerald Münch, Dennis Chang, Xian Zhou

“…Despite extensive research, determining the optimal level of sunlight exposure for human health remains a challenge, emphasizing the need for ongoing scientific inquiry into this critical aspect of human well-being. …”
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Optimization and Enhancement of Oral Bioavailability of Dabrafenib as Nanobubbles Using Quality by Design Approach by Bijili Vijaya Laxmi, Darna Bhikshapathi, Sailaja Rao

“…Methods: PLGA NBs were formulated using solvent evaporation and optimized using a Box Behnken design considering process and formulation parameters. …”
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An optimized LSTM-based deep learning model for anomaly network intrusion detection by Nitu Dash, Sujata Chakravarty, Amiya Kumar Rath, Nimay Chandra Giri, Kareem M. AboRas, N. Gowtham

“…The presented model uses three optimization methods, i.e., Particle Swarm Optimization (PSO), JAYA, and Salp Swarm Algorithm (SSA), to optimize the hyperparameters of LSTM. …”
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