A Modified Horse Herd Optimization Algorithm and Its Application in the Program Source Code Clustering by Bahman Arasteh, Peri Gunes, Asgarali Bouyer, Farhad Soleimanian Gharehchopogh, Hamed Alipour Banaei, Reza Ghanbarzadeh

“…Based on the experimental data, the quality of the clustered models produced is approximately 3.219, with a standard deviation of 0.0718 across the ten benchmarks. The proposed method surpasses former methods in convergence, modularization quality, and result stability. …”
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Enhanced permeability prediction in porous media using particle swarm optimization with multi-source integration by Zhiping Chen, Jia Zhang, Daren Zhang, Xiaolin Chang, Wei Zhou

“…The model integrates multi-source data from the Lattice Boltzmann Method (LBM), Pore Network Modeling (PNM), and Finite Difference Method (FDM). …”
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Using Convex Optimization to Efficiently Apportion Tracer and Pollutant Sources From Point Concentration Observations by Richard Barnes, Alex G. Lipp

“…As a case study, we use this method to map the elemental geochemistry of sediment sources for rivers draining the Cairngorms mountains, UK. …”
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Source–load matching and energy storage optimization strategies for regional wind–solar energy systems by Y. Zhu, Q. Li, Z. Li, Z. Zhang

“…<p>In response to the issue of limited new energy output leading to poor smoothing effects on grid-connected load fluctuations, this paper proposes a load-power smoothing method based on “one source with multiple loads”. …”
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Analysis and Optimization of the Coupling between Air-source Heat Pump and Building in Variable Operation Conditions by Li Sihui, Gong Guangcai, Zhou Fuyu, Liu Riming

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Optimal sizing of hybrid energy storage system under multiple typical conditions of sources and loads by Changling Li, Xinyan Zhang

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Reserve optimization model of wind power with the coordination of multiple type electric power system sources by Han Zhang, Maoyuan Zhang, Xin Li, Chunwei Song

“…Abstract Aiming at the optimization problem of frequency regulation energy reserve cost faced by wind power stations participating in primary frequency regulation, a reserve optimization model of wind power based on DPGMM-LSTM with the coordination of multi-type electric power system sources is proposed. …”
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Resilience-Oriented Optimization of Source-Grid-Load Flexible Resources in Distribution Systems: Review and Prospect by Zhuofei YU, Fei LIU, Ruihuan LIU, Chaofan LIN, Di WU, Houtao SUN, Chen CHEN, Zhaohong BIE

“…The categories and modeling methods of flexible resources on source-grid-load sides, as well as their applications in resilient distribution systems, are reviewed and discussed in detail. …”
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Optimization of Multi-Source Remote Sensing Soil Salinity Estimation Based on Different Salinization Degrees by Huifang Chen, Jingwei Wu, Chi Xu

“…Subsequently, machine learning methods such as random forest (RF), extreme gradient boosting (XGBoost), support vector machine (SVM), and multiple linear regression (MLR) were employed, in combination with sensitive spectral indices, to develop a multi-source remote sensing soil salinity estimation model optimized for different salinization degrees (mild or lower salinization vs. moderate or higher salinization). …”
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Residual host cell proteins: sources, properties, detection methods and data acquisition modes by Yifan Yao, Yifan Yao, Xuemei Wen, Xuemei Wen, Hongjuan Pan, Hongjuan Pan, Ziwei Chen

“…The research in the future includes the development of more efficient sample pretreatment methods and data processing techniques to improve the sensitivity and accuracy of detection. …”
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UAV launch methods by Oleksandr Dobrodomov, Vladyslav Proroka, Oleksii Kulyk

“…With the continuous introduction of new UAV types, understanding the most effective launch methods for each specific case is paramount. The objective of this study is to systematically structure and analyze UAV launch methods based on various parameters, providing a comprehensive framework for selecting the optimal launch approach for any given UAV application.Systematization was conducted based on the following parameters: UAV mass and dimensions, flight speed, launch site infrastructure availability, weather conditions, cost of launch device and operation, UAV production scale, other specific requirements. …”
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Methodical Principles of Calculation and Analysis of Opened Power Network with Several Power Supply Sources by M. I. Foursanov, A. A. Zolotoy, V. V. Makarevich, A. N. Moukha

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A Novel Method for Voltage Sag Source Location Based on HHT and GA-BP by Zhen YANG, Yuchao MA, Li LI, Xin LI, Ziying MA

“…Aiming at the low accuracy of traditional voltage sag source positioning methods, this paper proposes a new location method based on HHT and GA-BP. …”
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Two‐stage stochastic robust optimal scheduling of virtual power plant considering source load uncertainty by Xiaohui Zhang, Yufei Liu

“…Abstract Aiming at the optimal scheduling problem of virtual power plant (VPP) with multiple uncertainties on the source‐load side, this paper proposes a two‐stage stochastic robust optimal scheduling method considering the uncertainty of the source‐load side. …”
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On the implementation of a global optimization method for mixed-variable problems by Nannicini, Giacomo

“…We describe the optimization algorithm implemented in the open-source derivative-free solver RBFOpt. …”
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FI-SCAPE: A Divergence Theorem Based Emission Quantification Model for Air&#x002F;Spaceborne Imaging Spectrometer Derived X_CH4 Observations by Yiyang Huang, Ge Han, Tianqi Shi, Siwei Li, Huiqin Mao, Yihuang Nie, Wei Gong

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Determining the Optimal Source Points in MFS by Minimizing an Energy Gap Functional for 3D Laplace Operator by M. Sajjadmanesh, S. Shakib Khanghah, H. Aydi

“…In this paper, an extended version of the method of minimizing an energy gap functional for determining the optimal source points in the method of fundamental solutions (MFS) is applied to the 3D Laplace operator subject to the Dirichlet and Neumann boundary conditions. …”
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Multi-objective optimization and performance evaluation of rotary furnace refractory linings using locally sourced materials by Aragaw Mulu Muhaba

“…The Grey Taguchi method and grey relational analysis were employed to optimize cold crushing strength (CCS), thermal shock resistance (TSR), and open porosity (OP). …”
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Optimal Configuration of Additional Heat Source for CHP System considering Demand Response Based on Comprehensive Benefits by Yuting Zhao

“…An optimal configuration method for the combined heat and power (CHP) system considering demand response is proposed to scientifically and reasonably configure the parameters of the additional heat source and reduce unnecessary investment and construction costs. …”
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Robust Optimization of Active Distribution Networks Considering Source-Side Uncertainty and Load-Side Demand Response by Renbo Wu, Shuqin Liu

“…Aiming to solve optimization scheduling difficulties caused by the double uncertainty of source-side photovoltaic (PV) output and load-side demand response in active distribution networks, this paper proposes a two-stage distribution robust optimization method. …”
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