Adaptive hybrid optimization for integrated project scheduling and staffing problem with time/resource trade-offs by Muhai Hu, Yao Wang, Wendi Tian

“…Experimental results demonstrate that the adaptive hybrid algorithm outperforms standalone NSGA-II and MOPSO in generating schedules and optimizing resource allocation. This study makes significant contributions by presenting a novel integrated model tailored for projects, an effective adaptive hybrid optimization algorithm and a comprehensive performance evaluation, thereby advancing the field of integrated scheduling and staffing in project management.…”
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Cleaning Schedule Optimization of Heat Exchangers with Fouling on Tube and Shell Sides: A Metaheuristic Approach by João P. V. de Cesaro, Mauro A. S. S. Ravagnani, Fernando D. Mele, Caliane B. B. Costa

“…The proposed approach effectively reduces operating costs and provides a framework for future optimization enhancements.…”
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A multi-objective optimization framework for functional layer design in solid oxide electrolysis cells by Hassan Salihi, Kisung Lim, Neil Vaz, Sun Dong Kim, Hyunchul Ju

“…Solid Oxide Electrolysis Cells (SOECs) present a promising solution for high-efficiency hydrogen production; however, their large-scale adoption requires optimized performance and cost-effectiveness. This study develops a multi-objective optimization (MOO) framework targeting the design of functional layers (FLs), specifically their thickness and porosity. …”
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Distributed Optimization Strategy for Voltage Regulation in PV-Integrated Power Systems with Limited Sensor Deployment by Xun Lu, Junlei Liu, Xinmiao Liu, Jun Liu, Lingxue Lin

“…To address voltage violations and minimize network power losses, a novel distributed optimization framework is developed that utilizes selective nodal measurements from PV-integrated nodes and critical T-junction locations, coupled with inter-node communication for information exchange. …”
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Secrecy-Constrained UAV-Mounted RIS-Assisted ISAC Networks: Position Optimization and Power Beamforming by Weichao Yang, Yajing Wang, Dawei Wang, Yixin He, Li Li

“…To address this non-convex, multivariate, and coupled problem, we decompose it into three subproblems, which are solved iteratively using particle swarm optimization (PSO), semi-definite relaxation (SDR), majorization–minimization (MM), and alternating direction method of multipliers (ADMM) algorithms. …”
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Mitigating Selection Bias in Local Optima: A Meta-Analysis of Niching Methods in Continuous Optimization by Junchen Wang, Changhe Li, Yiya Diao

“…In addition, niching methods are carried out using a combination of several niching techniques and reproduction operators, which enhances the difficulty of identifying the essential effects of different niching techniques. To obtain an in-depth understanding of the above issue, thus offering actionable insights for optimization tasks challenged by the multimodality, this paper uses continuous optimization as an entry point and focuses on analyzing differential behaviors of EC methods across different basins of attraction. …”
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Optimized machine learning algorithms with SHAP analysis for predicting compressive strength in high-performance concrete by Samuel Olaoluwa Abioye, Yusuf Olawale Babatunde, Oluwafikejimi Abigail Abikoye, Aisha Nene Shaibu, Bailey Jonathan Bankole

“…Hyperparameter tuning via Grid Search (GS) and K-fold cross-validation further optimized the models. Among those analyzed, XGBoost and GBR achieved the highest predictive accuracy, with R2 values of 93.49% and 92.09% respectively, coupled with lower mean squared error (MSE), mean absolute error (MAE), and root mean squared error (RMSE). …”
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Optimization of Bacillus thuringiensis Growth Conditions for Enhanced Larvicidal Activity against Anopheles mosquitoes larvae by Ummulkhairi Saulawa Aminu, Zubairu Darma Umar, Muhammad Sani Aliyu

“…The study’s potential contributions to knowledge include providing a comprehensive understanding of how to maximize the effectiveness of Bti extracts, which can be applied in various ecological contexts and potentially lead to more effective mosquito control strategies. …”
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A Formal Fuzzy Concept-Based Approach for Association Rule Discovery with Optimized Time and Storage by Gamal F. Elhady, Haitham Elwahsh, Maazen Alsabaan, Mohamed I. Ibrahem, Ebtesam Shemis

“…Association Rule Mining (ARM) relies on concept lattices as an effective knowledge representation structure. However, classical ARM methods face significant limitations, including the generation of misleading rules during data-to-formal-context mapping and poor handling of heterogeneous data types such as linguistic, continuous, and imprecise data. …”
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Optimizing crop classification in precision agriculture using AlexNet and high resolution UAV imagery by Oluibukun Gbenga Ajayi, Elisha Iwendi, Oluwatobi Olalekan Adetunji

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Optimized Non-Integer with Disturbance Observer Frequency Control for Resilient Modern Airport Microgrid Systems by Amr A. Raslan, Mokhtar Aly, Emad A. Mohamed, Waleed Alhosaini, Emad M. Ahmed, Loai S. Nasrat, Sayed M. Said

“…The proposed controller utilizes DOBC coupled with a non-integer FOC for load frequency control (LFC), optimized for peak performance under varying operational conditions. …”
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Computational modeling of drug-eluting balloons in peripheral artery disease: Mechanisms, optimization, and translational insights by Mohammed A. AboArab, Vassiliki T. Potsika, Dimitrios S. Pleouras, Dimitrios I. Fotiadis

“…FSI frameworks provide insight into the coupled effects of wall deformation and hemodynamics, identifying high-risk regions of drug underdelivery. …”
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Optimizing fodder yield and quality through integrated organic nutrient amendments in multi-crop system by Santosh Onte, Santosh Onte, Vrushabh Vijay Fiskey, Manjunath S. Melavanki, Airadevi P. Angadi, Prasanna S. Pyati, Magan Singh, Dileep Kumar, Sanjivkumar Angadarao Kochewad, Sudhir Kumar, Hari Om, Vijendra Kumar Meena, Kamal Garg, Vetrivel Karunakaran, Manish Kanwat, Babu Lal Meena, Yogananda Shivalli Boregowda, Rahul Bellagi, K. Naveena, Sunil Chandersheker, Elisa Azura Azman, Sanjeev Kumar

“…Furthermore, T6 significantly enhanced forage quality, as evidenced by higher crude protein (6.4–14.8%), ether extract (19.2–40.1%), and total ash (6.5–22.1%) contents, coupled with reductions in fiber components. These findings highlight the effectiveness of integrated organic nutrient amendments in enhancing both yield and quality, offering a sustainable strategy to improve livestock feed and promote environmentally friendly agricultural practices.…”
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Integrated Energy System Optimal Dispatch Considering Oxy-Fuel Combustion Carbon Capture Technology and Source-Load Bilateral Response by Haizhu YANG, Yanan BAI, Peng ZHANG, Zhongwen LI

“…Multiple scenarios were set up for simulation analysis, and the results show that the oxy-fuel combustion carbon capture technology can effectively reduce the carbon emissions of the system, and the source-load bilateral response can flexibly adjust the energy supply relationship between the supply side and the demand side, and effectively reduce the operating cost of the system.…”
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Source-load coordinated optimal scheduling strategy considering solar thermal biomass utilization under integrated demand response incentives by ZHANG Yewei, WEN Zhong, WANG Can, NI Zhi, YAN Wenwen, HU Chuanbao

“…Firstly, on the source side, an integrated energy system (IES) coupling energy supply model with STBU is constructed, and the STBU is coupled with a power-to-gas system to achieve efficient hydrogen-blended combustion utilization of the STBU device. …”
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Efficiency of an Ultrafiltration Process for the Depollution of Pretreated Olive Mill Wastewater by Mohammed Zine, Noureddine Touach, El Mostapha Lotfi, Philippe Moulin

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Cultivated Land Suitability Prediction in Southern Xinjiang Typical Areas Based on Optimized MaxEnt Model by Yilong Tian, Xiaohuang Liu, Hongyu Li, Run Liu, Ping Zhu, Chaozhu Li, Xinping Luo, Chao Wang, Honghui Zhao

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Enhancing efficiency of magnetic energy by implementing square-shaped materials adjacent to induction machine windings by Muhammad Afnan Habibi, Soraya Norma Mustika, Aripriharta Aripriharta, Adi Izhar Che Ani

“…This leads to stronger magnetic field coupling and increased power transfer effectiveness.…”
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Study on the Compounding of Xanthan Gum and Guar Gum and Joint Soil Consolidation Performance with Roots by Juan Wan, Chenyang Liu, Henglin Xiao, Weiqing Lin, Zhonggeng Tang, Yunlong Jia

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Techno-Economic Evaluation of Geothermal Energy Utilization of Co-Produced Water from Natural Gas Production by Lianzhong Sun, Hongyu Xiao, Zheng Chu, Lin Qiao, Yingqiang Yang, Lei Wang, Wenzhong Tian, Yinhui Zuo, Ting Li, Haijun Tang, Liping Chen, Dong Xiao

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