Decomposition-reconstruction-optimization framework for hog price forecasting: Integrating STL, PCA, and BWO-optimized BiLSTM. by Xiangjuan Liu, Yunlong Li, Fengtong Wang, Yujie Qin, Zhongyu Lyu

“…Further integration of Spearman correlation analysis and PCA dimensionality reduction created multidimensional feature sets, revealing substantial accuracy improvements: The BiLSTM model achieved an 83.6% cumulative MAE reduction from 1.65 (raw data) to 0.27 (STL-PCA), while traditional models like Prophet showed an 82.2% MAE decrease after feature engineering optimization. …”
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Optimization of α-mangostin and catechins compound extraction from mangosteen skin extract (Garcinia Mangostana L.) as potential antioxidant using combination method of microwaved... by Hakun Wirawasista Aparamarta, Muhammad Rizky Sanjaya, Rigen Azimatarrusydi, Tepy Lindia Nanta, Arief Widjaja, Michael W.Y. Chan

“…However, their low bioavailability in the human body and the challenge of optimizing extraction while maintaining high purity and yield remain key obstacles. …”
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Improved Coyote Optimization Algorithm for Optimally Installing Solar Photovoltaic Distribution Generation Units in Radial Distribution Power Systems by Thang Trung Nguyen, Thai Dinh Pham, Le Chi Kien, Le Van Dai

“…The performance of the proposed ICOA method has been improved significantly since two improvements were carried out on the two new solution generations of the conventional coyote optimization algorithm (COA). …”
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Comparative Evaluation of Traditional and Controlled Drying Methods of Chestnuts (<i>Castanea sativa</i> Mill.): Impact on the Chemical Composition, Aromatic, and Sensory Profile o... by Sofia Panzani, Francesca Venturi, Alessandro Bianchi, Pierina Díaz-Guerrero, Ylenia Pieracci, Guido Flamini, Isabella Taglieri, Chiara Sanmartin

“…Optimizing processing methods may support the valorization of chestnut flour as a high-quality ingredient in the modern gluten-free and functional food market.…”
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Intelligent design of high-performance fluids for thermal management: integrating response surface methodology, weighted Tchebycheff method, and strength Pareto evolutionary algori... by Mohamed Bechir Ben Hamida, Ali Basem, Neeraj Varshney, Loghman Mostafa

“…Abstract Optimizing nanofluid thermophysical properties (TPPs) is essential for advancing heat transfer applications; however, most studies focus on two-objective optimization, limiting their real-world applicability. …”
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Methodical Approach to Estimating the Costs of Increasing Electricity Consumption in the Republic of Belarus in the Context of Nuclear Energy Development by T. G. Zoryna, A. A. Aliaksandrovich, V. Yu. Kondrusev, K. V. Starostenko

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Model-output-based federated Bayesian optimization by Lin Yang, Qiqi Liu, Zhigang Zhao, Yunhe Wang, Junhua Gu

“…This model output-based FBO method demonstrates competitiveness in both benchmark and real-world problems while guaranteeing privacy protection.…”
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Blended Distance Learning: Search for an Optimal Format by I. V. Tsarenko

“…Article is devoted to a search for an optimal format of blended distance learning. The questioning of distance learning students of Sukhoi State Technical University of Gomel was used as a main research method. …”
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Fully Parametric Optimization Designs of Wing Components by Zhendong Hu, Ju Qiu, Fa Zhang

“…An optimization technique called shape-linked optimization, which is different from the traditional optimization method, is introduced in this paper. …”
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Observation optimization for marine target tracking by airborne and maritime unmanned platforms cooperation using adaptive enhanced dung beetle optimization by Qiuyang Dai, Faxing Lu, Haoran Shi, Junfei Xu, Jianjing Qu

“…Existing research predominantly focuses on homogeneous platform cooperative observation optimization under random error influences, while neglecting the collaborative optimization challenges of heterogeneous platforms affected by systematic errors. …”
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An efficient metaheuristic optimization algorithm for optimal power extraction from PV systems under various weather and load-changing conditions by Md.Al Imran Fahim, Md.Salah Uddin Yusuf, Monira Islam, Munshi Jawad Ibne Azad

“…A comprehensive study compares the HHO technique with established methods such as perturb and observe (P&O), modified P&O (MP&O), incremental conductance (IC), Spline MPPT, particle swarm optimization (PSO), grasshopper optimization (GHO), and grey wolf optimization (GWO) across fast-changing irradiance, partial shading, complex partial shading, and load-changing conditions. …”
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Artificial-Intelligence-Based Energy Management Strategies for Hybrid Electric Vehicles: A Comprehensive Review by Bin Huang, Wenbin Yu, Minrui Ma, Xiaoxu Wei, Guangya Wang

“…The core of HEV efficiency lies in the Energy Management Strategy (EMS), which regulates the energy distribution between the internal combustion engine and the electric motor. While rule-based and optimization methods have formed the foundation of EMS, their performance constraints under dynamic conditions have prompted researchers to explore artificial intelligence (AI)-based solutions. …”
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Path Tracking of Autonomous Vehicle Based on Optimal Control by Bingshuai Wu, Yingjie Liu, Qianqian Wang

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Optimization of non-smooth functions via differentiable surrogates. by Shikun Chen, Zebin Huang, Wenlong Zheng

“…The method has been successfully applied to real-world steel alloy optimization, where it achieved superior performance while maintaining all metallurgical composition constraints.…”
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Stiffness Regulation of Cable-Driven Redundant Manipulators Through Combined Optimization of Configuration and Cable Tension by Zhuo Liang, Pengkun Quan, Shichun Di

“…To address these challenges, this paper proposes a novel stiffness regulation method for CDRMs through the combined optimization of configuration and cable tension. …”
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Optimizing Contrastive Learning with Semi-Online Triplet Mining by Przemysław Buczkowski, Marek Kozłowski, Piotr Brzeziński

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Efficiency Optimization for PMSM of Electric Vehicle in the NEDC Condition by SHI Junxu, CHEN Zhichu, FU Minli, LI Weiye, WANG Yu

“…It presented a design method for PMSM of electric vehicle motor that achieves optimum efficiency against the NEDC (new European drive cycle), while satisfies the required torque-speed operation range and other thermal and volumetric design constraints. …”
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Optimizing the Finishing Treatment of Potato Harvester Transmission Shafts by A. V. Nemenko, M. M. Nikitin

“…This function is designed to maximize potato yield while monitoring concentrated defects. (Materials and methods) The implementation of the method requires equipment capable of being controlled through a technical vision channel. …”
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Optimization of the prognosis of postoperative complications in patients with breast cancer by L. A. Trusova

“…The developed Z-shaped approach for breast-conserving surgeries and the method for predicting early postoperative complications based on microcirculation assessment and local thermometry significantly reduce the frequency of early postoperative complications and allow for timely prediction of their development, contributing to optimized treatment of early-stage breast cancer patients.…”
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Optimal Control of Cervical Cancer Model with Vaccination and Screening by Karunia Theda Kristanti, Trisilowati Trisilowati, Agus Widodo

“…Furthermore, an optimal control problem was solved numerically using the Forward-Backward Sweep method to determine the effect of vaccination and screening on the model. …”
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