Optimization of thermochromic materials parameters to improve energy efficiency in hot summer and cold winter regions by Chenxi Hu, Hiroatsu Fukuda, Fudan Liu, Yanna Gao

“…Additionally, a life cycle economic evaluation reveals that TCMs are more cost-effective than other energy-saving materials, with an average annual cost as low as 0.53 RMB/m2-y.…”
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Enterprise fission path optimization and dynamic capability construction based on the soft actor-critic algorithm by Hengsheng Gu

“…Abstract This study aims to explore the enterprise fission path optimization strategy based on the Soft Actor-Critic (SAC) algorithm and analyze its impact on the parent company and the overall operational efficiency. …”
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Response Surface Methodology for Optimization of L-Arabinose/Glycine Maillard Reaction through Microwave Heating by Qingru Xiang, Tao Feng, Qiang Su, Lingyun Yao

“…However, a slightly greater activity was found with MRP derived from L-arabinose-glycine with a more volume. This study provided a new direction for the development of sweeteners in the future.…”
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Permeability Predictions for Tight Sandstone Reservoir Using Explainable Machine Learning and Particle Swarm Optimization by Jing-Jing Liu, Jian-Chao Liu

“…The particle swarm optimization algorithm is then used to optimize the hyperparameters of the XGBoost model. …”
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An Analytical Method for Fast Optimization of Multireservoir Hydropower Systems Operations Considering Risk‐Return Tradeoffs by S. Jamshid Mousavi, Kumaraswamy Ponnambalam

“…More difficult is to tackle a risk‐based optimization problem and provide an efficient frontier of the objective function for multireservoir systems. …”
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Optimization of ethanolic extraction of asiaticoside and asiatic acid: A stability study and correlation of dielectric constant by Teerin Chysirichote, Waewwan Wattanasiriwit, Chatchaporn Uraipong

“…This study optimized the extraction of asiaticoside and asiatic acid from Centella asiatica using an ultrasonic-assisted extraction method. …”
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Coverage optimization and node minimization in WSNs: an enhanced hybrid PSO approach with spatial position encoding by Yinghua Tong, Lianhai Lin, Liqin Tian, Zhigang Wang, Wenxing Wu, Junyi Wu

“…This research contributes to more efficient and cost-effective deployment strategies for WSNs, particularly in scenarios where resources are limited and optimal coverage is critical.…”
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GRID SEARCH AND RANDOM SEARCH HYPERPARAMETER TUNING OPTIMIZATION IN XGBOOST ALGORITHM FOR PARKINSON’S DISEASE CLASSIFICATION by Shafa Fitria Aqilah Khansa, Nurissaidah Ulinnuha, Wika Dianita Utami

“…The results of this study confirm that hyperparameter tuning using Random Search not only produces competitive accuracy performance but also minimizes computation time, making it a more optimal choice for Parkinson's disease classification.…”
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IMAGE DEHAZING USING FAST ITERATIVE DOMAIN GUIDED IMAGE FILTERING WITH GRAY WORLD OPTIMIZATION by Bhaskar Reddy Bada, Mahaboob Basha S, Imran Khan Patan, Eramma Boda

“…This article is primarily focused on the construction of a gray world optimization (GWO) algorithm for the purpose of providing an accurate assessment of ambient light. …”
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Enhancing smart healthcare networks: Integrating attribute-based encryption for optimization and anti-corruption mechanisms by Yanzhao Zeng, Xin Guan, Jingjing Sun, Yanrui Chen, Zeyu Wang, Peng Nie

“…This positions ABE as an optimal choice for safeguarding the integrity and security of healthcare data.…”
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Optimal Driving Range for Battery Electric Vehicles Based on Modeling Users’ Driving and Charging Behavior by Zhenbo Lu, Qi Zhang, Yu Yuan, Weiping Tong

“…The findings include the following. (1) The daily trip chain can be reconstructed through the behavioral variables for daily trips and each trip, and there is a correlation between the variables examined by the copula function. (2) Users with different daily travel demand have a different optimal driving range. When choosing a BEV, users are recommended to consider that the daily vehicle kilometers traveled are less than 34% of the battery driving range. (3) Increasing the charging opportunity and charging power is more beneficial to drivers who are characterized by high daily travel demand. (4) On the premise of meeting travel demand, the beneficial effects of increased fast-charging power will gradually decline.…”
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Optimization of Solar Generation and Battery Storage for Electric Vehicle Charging with Demand-Side Management Strategies by César Berna-Escriche, Lucas Álvarez-Piñeiro, David Blanco

“…These findings highlight the importance of integrating optimization-based energy management strategies to enhance system efficiency and cost-effectiveness, offering a pathway toward a more sustainable and resilient EV charging infrastructure.…”
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A Multi-Surrogate Assisted Multi-Tasking Optimization Algorithm for High-Dimensional Expensive Problems by Hongyu Li, Lei Chen, Jian Zhang, Muxi Li

“…It has been shown that multiple surrogates can characterize the fitness landscape more accurately than a single surrogate. In this work, a multi-surrogate-assisted multi-tasking optimization algorithm (MSAMT) is proposed that solves high-dimensional problems by simultaneously optimizing multiple surrogates as related tasks using the generalized multi-factorial evolutionary algorithm. …”
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Data driven multi-objective optimization of sustainable aviation emergency network for forest fire rescue by Jun Huang, Qiuhong Zhao

“…At present, forest fire aviation emergency has been paid more attention in the world, however, current researches provide limited support to actual situation due to the lack of systematization and pertinently. …”
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Seismic Behavior Improvement of Rigid Steel Frame Braced with Cable and Optimal Rotational Friction Damper by Pouya Azarsa, Saleh Abdul Amir Mohammad, Abdullah I. Almansour, Dejian Shen

“…Energy dissipation capacity decreases for pretensions of more than 30%.…”
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Enhancing Underground Thermal Environments in Cairo: The Role of Subway Entrance Geometry in Optimizing Natural Ventilation by Omar Mohamed Abdelaziz, Xu Cui, Xiaozheng Sun

“…The primary objective is to identify optimal entrance configurations that maximize natural airflow, thereby improving passenger comfort and reducing energy consumption. …”
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Coordinated optimization of control parameters for suppressing transient overvoltage in wind power DC transmission systems by Jie Zhao, Jinqiu Dou, Ming Li, Fangjie Wu, Xiaolin Shen, Yilin Liang, Lei Shang

“…With the increasing proportion of new energy in power systems, the instability issues of novel power systems become more prominent. This paper addresses the transient overvoltage problem in wind power DC transmission systems by proposing a method for transient overvoltage suppression based on doubly-fed wind turbines, high-voltage DC transmission systems, and SVC control parameter optimization. …”
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Optimal Cogeneration Scheduling: A Comparison of Genetic and POMDP-Based Deep Reinforcement Learning Approaches by Giorgia Ghione, Vincenzo Randazzo, Eros Pasero, Marco Badami

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Optimized Software Implementation of Keccak, Kyber, and Dilithium on RV{32,64}IM{B}{V} by Jipeng Zhang, Yuxing Yan, Junhao Huang, Çetin Kaya Koç

“… With the standardization of NIST post-quantum cryptographic (PQC) schemes, optimizing these PQC schemes across various platforms presents significant research value. …”
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Optimizing Coal Wettability via Anionic Surfactants: An Integrated Experimental and Molecular Dynamics Simulation Investigation by Hongmei Li, Yun Zhao, Jie Deng, Jing Xie, Weiqi Zhou, Yiting Liu, Luming Li, Futing Xia, Rui Qi

“…The optimization of coal dust management in fluidized mining environments is of paramount importance, yet it is currently impeded by a gap in understanding chemical dust suppression mechanisms. …”
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